Data Systems Group

Publications

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- Auto-Relate: A Unified Approach to Discovering Reliable Functional Relationships Leveraging Statistical Tests
  
  Ziyan Han, Yeye He, Shuyuan Kang, Min Xie, Weiwei Cui, Song Ge, Haidong Zhang, Dongmei Zhang, Surajit Chaudhuri, Rui Mao, Jianbin Qin
  
  June 2026
  
  arXiv | June 2026
  
  Publication
- Understanding and Detecting Query Performance Regression in Practical Index Tuning
  
  Wentao Wu, Anshuman Dutt, Gaoxiang Xu, Vivek Narasayya, Surajit Chaudhuri
  
  Proceedings of the ACM on Management of Data (SIGMOD 2026) | December 2025, Vol 3(6)
  
  Publication
- Esc: An Early-stopping Checker for Budget-aware Index Tuning (Extended Version)
  
  Xiaoying Wang, Wentao Wu, Vivek Narasayya, Surajit Chaudhuri
  
  Proceedings of the VLDB Endowment (VLDB 2025) | August 2025
  
  Publication
- Scaling GPU-Accelerated Databases Beyond GPU Memory Size
  
  Yinan Li, Bailu Ding, Ziyun Wei, Lukas M. Maas, Momin Al-Ghosien, Spyros Blanas, Nicolas Bruno, Carlo Curino, Matteo Interlandi, Craig Peeper, Kaushik Rajan, Surajit Chaudhuri, Johannes Gehrke
  
  Proc. VLDB Endow. | June 2025, Vol 18: pp. 4518-4531
  
  DOI Publication
- Retrieval with Learned Similarities
  
  Bailu Ding, Jiaqi Zhai
  
  The Web Conference (WWW 2025) | April 2025
  
  Preprint
- FreewayML: An Adaptive and Stable Streaming Learning Framework for Dynamic Data Stream
  
  Zheng Qin, Zheheng Liang, Lijie Xu, Wentao Wu, Mingchao Wu, Wuqiang Shen, Wei Wang
  
  IEEE 41st International Conference on Data Engineering (ICDE 2025) | April 2025
  
  Publication
- Netherite: Efficient Execution of Serverless Workflows (Extended Journal Version)
  
  Sebastian Burckhardt, Badrish Chandramouli, Chris Gillum (cgillum), David Justo (dajusto), Konstantinos Kallas, Connor McMahon, Christopher S. Meiklejohn, Xiangfeng Zhu
  
  VLDB J. | February 2025, Vol 34: pp. 25
  
  Special Issue "Best of VLDB 2022"
  
  DOI Publication
- QURE: AI-assisted and Automatically Verified UDF Inlining
  
  Tarique Siddiqui, Arnd Christian König, Jiashen Cao, Cong Yan, Shuvendu Lahiri (shuvendu)
  
  Proceedings of the ACM on Management of Data (SIGMOD 2025) | February 2025, Vol 3
  
  Publication Project
- Hybrid Cost Modeling for Reducing Query Performance Regression in Index Tuning
  
  Wentao Wu
  
  IEEE Transactions on Knowledge and Data Engineering | January 2025, Vol 37(1): pp. 379-391
  
  Publication
- Extensible Query Optimizers in Practice
  
  Bailu Ding, Vivek Narasayya, Surajit Chaudhuri
  
  Published by Foundations and Trends® in Databases | December 2024, Vol 14
  
  Publication DOI PDF
- SilvanForge: A Schedule-Guided Retargetable Compiler for Decision Tree Inference
  
  Ashwin Prasad, Sampath Rajendra, Kaushik Rajan, R Govindarajan, Uday Bondhugula
  
  Symposium on Operating Systems Principles | November 2024
  
  Publication Project
- Budget-aware Query Tuning: An AutoML Perspective
  
  Wentao Wu, Chi Wang
  
  SIGMOD Record | October 2024, Vol 53(3): pp. 20-26
  
  Publication
- Cloud Actor-Oriented Database Transactions in Orleans
  
  Tamer Eldeeb, Sebastian Burckhardt, Reuben Bond (opens in new tab), Asaf Cidon, Junfeng Yang, Phil Bernstein
  
  Proc. VLDB Endow. | July 2024, Vol 17: pp. 3720-3730
  
  DOI Publication Project
- Wii: Dynamic Budget Reallocation In Index Tuning (Extended Version)
  
  Xiaoying Wang, Wentao Wu, Chi Wang, Vivek Narasayya, Surajit Chaudhuri
  
  Proceedings of the ACM on Management of Data (SIGMOD 2024) | June 2024, Vol 2(3)
  
  Publication Publication
- Wred: Workload Reduction for Scalable Index Tuning
  
  Matteo Brucato, Tarique Siddiqui, Wentao Wu, Vivek Narasayya, Surajit Chaudhuri
  
  Proceedings of the ACM on Management of Data (SIGMOD 2024) | March 2024, Vol 2(1)
  
  Publication
- Stochastic gradient descent without full data shuffle: with applications to in-database machine learning and deep learning systems
  
  Lijie Xu, Shuang Qiu, Binhang Yuan, Jiawei Jiang, Cedric Renggli, Shaoduo Gan, Kaan Kara, Guoliang Li, Ji Liu, Wentao Wu, Jieping Ye, Ce Zhang
  
  VLDB Journal | February 2024
  
  Publication
- Data Debugging with Shapley Importance over Machine Learning Pipelines
  
  Bojan Karlas, David Dao, Matteo Interlandi, Sebastian Schelter, Wentao Wu, Ce Zhang
  
  International Conference on Learning Representations (ICLR 2024) | January 2024
  
  Publication
- ML-Powered Index Tuning: An Overview of Recent Progress and Open Challenges
  
  Tarique Siddiqui, Wentao Wu
  
  SIGMOD Record | December 2023, Vol 52(4): pp. 19-30
  
  Publication
- How Good are Machine Learning Clouds? Benchmarking Two Snapshots over 5 Years
  
  Jiawei Jiang, Yi Wei, Yu Liu, Wentao Wu, Chuang Hu, Zhigao Zheng, Ziyi Zhang, Yingxia Shao, Ce Zhang
  
  VLDB Journal | December 2023
  
  Publication
- Flexible Resource Allocation for Relational Database-as-a-Service
  
  Pankaj Arora, Surajit Chaudhuri, Sudipto Das, Junfeng Dong, Cyril George, Ajay Kalhan, Arnd Christian König, Willis Lang, Changsong Li, Feng Li, Jiaqi Liu, Lukas M. Maas, Akshay Mata, Ishai Menache, Justin Moeller, Vivek Narasayya, Matthaios Olma, Morgan Oslake, Elnaz Rezai, Yi Shan, Manoj Syamala, Shize Xu, Vasileios Zois
  
  49th International Conference on Very Large Data Bases | October 2023
  
  Publication Project
- Solver-In-The-Loop Cluster Resource Management for Database-as-a-Service
  
  Arnd Christian König, Yi Shan, Karan Newatia, Luke Marshall, Vivek Narasayya
  
  50th International Conference on Very Large Databases | September 2023
  
  Publication Project
- Analyzing the Impact of Cardinality Estimation on Execution Plans in Microsoft SQL Server
  
  Kukjin Lee, Anshuman Dutt, Vivek Narasayya, Surajit Chaudhuri
  
  PVLDB | September 2023, Vol 16(11): pp. 2871-2883
  
  Publication Project
- Serving and Optimizing Machine Learning Workflows on Heterogeneous Infrastructures
  
  Yongji Wu, Danyang Zhuo, Matthew Lentz, Yao Lu
  
  VLDB | September 2023
  
  Publication
- A Systematic Evaluation of Machine Learning on Serverless Infrastructure
  
  Jiawei Jiang, Shaoduo Gan, Bo Du, Gustavo Alonso, Ana Klimovic, Ankit Singla, Wentao Wu, Sheng Wang, Ce Zhang
  
  VLDB Journal | August 2023, Vol 33(2): pp. 425-449
  
  Publication
- Auto-BI: Automatically Build BI-Models Leveraging Local Join Prediction and Global Schema Graph
  
  Yiming Lin, Yeye He, Surajit Chaudhuri
  
  VLDB 2023 | August 2023
  
  Publication Project
- An Empirical Study on Challenging Math Problem Solving with GPT-4
  
  Yiran Wu, Feiran Jia, Shaokun Zhang, Hangyu Li, Erkang (Eric) Zhu, Yue Wang, Yin Tat Lee, Richard Peng, Qingyun Wu, Chi Wang
  
  June 2023
  
  arXiv | June 2023
  
  Publication Github Project Project
- Ground Truth Inference for Weakly Supervised Entity Matching
  
  Renzhi Wu, Alexander Bendeck, Xu Chu, Yeye He
  
  SIGMOD 2023 | June 2023
  
  Publication
- Predicate Pushdown for Data Science Pipelines
  
  Cong Yan, Yin Lin, Yeye He
  
  SIGMOD | June 2023
  
  Best Paper Award
  
  Publication Project
- Selection Pushdown in Column Stores using Bit Manipulation Instructions
  
  Yinan Li, Jianan Lu, Badrish Chandramouli
  
  2023 ACM SIGMOD Conference | June 2023
  
  Publication Project
- Generating Test Databases for Database-Backed Applications
  
  Cong Yan, Suman Nath, Shan Lu (opens in new tab)
  
  ICSE’23 | May 2023
  
  Publication Project
- Escapement: A Tool for Interactive Prototyping with Video via Sensor-Mediated Abstraction of Time
  
  Molly Jane Nicholas, Nicolai Marquardt, Michel Pahud, Nathalie Henry Riche, Hugo Romat (opens in new tab), Christopher Collins, David Ledo, Rohan Kadekodi, Badrish Chandramouli, Ken Hinckley
  
  CHI ’23: Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems | April 2023
  
  Publication DOI Video Project Project
- Automatic Feasibility Study via Data Quality Analysis for ML: A Case-Study on Label Noise
  
  Cedric Renggli, Luka Rimanic, Luka Kolar, Wentao Wu, Ce Zhang
  
  IEEE 39th International Conference on Data Engineering (ICDE 2023) | April 2023
  
  Publication
- T-ReX: Optimizing Pattern Search on Time Series (Extended Version)
  
  Silu Huang, Erkang (Eric) Zhu, Surajit Chaudhuri, Leonhard Spiegelberg
  
  MSR-TR-2023-12 | March 2023
  
  Published by Microsoft
  
  Publication
- High-Performance Row Pattern Recognition Using Joins
  
  Erkang (Eric) Zhu, Silu Huang, Surajit Chaudhuri
  
  Proceedings of the VLDB Endowment | February 2023, Vol 16(5): pp. 1181-1194
  
  Publication
- FastVer2: A Provably Correct Monitor for Concurrent, Key-Value Stores
  
  Arvind Arasu, Tahina Ramananandro, Aseem Rastogi, Nikhil Swamy, Aymeric Fromherz, Kesha Hietala, Bryan Parno, Ravi Ramamurthy
  
  Certified Programs and Proofs | January 2023
  
  Publication Author's Version Project
- Tenant Placement in Over-subscribed Database-as-a-Service Clusters
  
  Arnd Christian König, Yi Shan, Tobias Ziegler, Aarati Kakaraparthy, Willis Lang, Justin Moeller, Ajay Kalhan, Vivek Narasayya
  
  48th International Conference on Very Large Databases | September 2022
  
  Publication Project
- DISTILL: Low-Overhead Data-Driven Techniques for Filtering and Costing Indexes for Scalable Index Tuning (Extended Version)
  
  Tarique Siddiqui, Wentao Wu, Vivek Narasayya, Surajit Chaudhuri
  
  VLDB 2022 | August 2022
  
  Publication
- Expressive Querying for Accelerating Visual Analytics
  
  Tarique Siddiqui, Paul Luh, Zesheng Wang, Karrie Karahalios, Aditya Parameswaran
  
  Communications of the ACM (CACM) | July 2022, Vol 65(7)
  
  Research Highlight
  
  PDF Publication
- Budget-aware Index Tuning with Reinforcement Learning (Extended Version)
  
  Wentao Wu, Chi Wang, Tarique Siddiqui, Junxiong Wang, Vivek Narasayya, Surajit Chaudhuri, Phil Bernstein
  
  ACM SIGMOD International Conference on Management of Data (SIGMOD 2022) | June 2022
  
  Publication Publication
- Optimizing Machine Learning Inference Queries with Correlative Proxy Models
  
  Zhihui Yang, Zuozhi Wang, Yicong Huang, Yao Lu, Chen Li, X. Sean Wang
  
  VLDB | June 2022
  
  Publication PDF
- Demonstration of Accelerating Machine Learning Inference Queries with Correlative Proxy Models
  
  Zhihui Yang, Yicong Huang, Zuozhi Wang, Feng Gao, Yao Lu, Chen Li, X. Sean Wang
  
  VLDB | June 2022
  
  Publication
- In-Database Machine Learning with CorgiPile: Stochastic Gradient Descent without Full Data Shuffle
  
  Lijie Xu, Shuang Qiu, Binhang Yuan, Jiawei Jiang, Cedric Renggli, Shaoduo Gan, Kaan Kara, Guoliang Li, Ji Liu, Wentao Wu, Jieping Ye, Ce Zhang
  
  ACM SIGMOD International Conference on Management of Data (SIGMOD 2022) | June 2022
  
  Publication
- ISUM: Efficiently Compressing Large and Complex Workloads for Scalable Index Tuning (Extended Version)
  
  Tarique Siddiqui, Saehan Jo, Wentao Wu, Chi Wang, Vivek Narasayya, Surajit Chaudhuri
  
  ACM SIGMOD 2022 | June 2022
  
  Publication
- Factor Windows: Cost-based Query Rewriting for Optimizing Correlated Window Aggregates
  
  Wentao Wu, Phil Bernstein, Alex Raizman, Christina Pavlopoulou
  
  IEEE 38th International Conference on Data Engineering (ICDE 2022) | May 2022
  
  Publication
- High-Performance Row Pattern Recognition Using Joins (Technical Report)
  
  Erkang (Eric) Zhu, Silu Huang, Surajit Chaudhuri
  
  MSR-TR-2022-34 | May 2022
  
  Published by Microsoft
  
  Publication
- Understanding Multi-Device Usage Patterns: Physical Device Configurations and Fragmented Workflows
  
  Ye Yuan, Nathalie Henry Riche, Nicolai Marquardt, Molly Jane Nicholas, Teddy Seyed, Hugo Romat, Bongshin Lee, Michel Pahud, Jonathan Goldstein, Rojin Vishkaie, Christian Holz (opens in new tab), Ken Hinckley
  
  CHI 2022 | April 2022
  
  Publication Project Project
- Netherite: Efficient Execution of Serverless Workflows
  
  Sebastian Burckhardt, Badrish Chandramouli, Chris Gillum, David Justo, Konstantinos Kallas, Connor McMahon, Christopher S. Meiklejohn, Xiangfeng Zhu
  
  VLDB 2022 | April 2022
  
  Publication PDF
- Warper: Efficiently Adapting Learned Cardinality Estimators to Data and Workload Drifts
  
  Beibin Li (opens in new tab), Yao Lu, Srikanth Kandula
  
  SIGMOD | April 2022
  
  Publication
- Zeus: Efficiently Localizing Actions in Videos using Reinforcement Learning
  
  Pramod Chunduri, Jaeho Bang, Yao Lu, Joy Arulraj
  
  SIGMOD | April 2022
  
  Publication
- Data Science Through the Looking Glass: Analysis of Millions of GitHub Notebooks and ML.NET Pipelines
  
  Fotis Psallidas, Yiwen Zhu, Bojan Karlaš (opens in new tab), Jordan Henkel, Matteo Interlandi, Subru Krishnan, Brian Kroth, Venkatesh Emani, Wentao Wu, Ce Zhang, Markus Weimer, Avrilia Floratou, Carlo Curino, Konstantinos Karanasos
  
  SIGMOD Record | March 2022
  
  Publication
- PACk: An Efficient Partition-based Distributed Agglomerative Hierarchical Clustering Algorithm for Deduplication
  
  Yue Wang, Vivek Narasayya, Yeye He, Surajit Chaudhuri
  
  VLDB 2022 | February 2022
  
  Publication Project
- CompuCache: Remote Computable Caching using Spot VMs
  
  Qizhen Zhang, Phil Bernstein, Daniel S. Berger, Badrish Chandramouli, Boon Thao Loo, Vincent Liu
  
  Conference on Innovative Data Systems Research (CIDR 2022) | January 2022
  
  Publication
- Redy: Remote Dynamic Memory Cache
  
  Qizhen Zhang, Phil Bernstein, Daniel Berger (daberg), Badrish Chandramouli
  
  VLDB 2022 | December 2021
  
  Publication
- Leveraging query logs and machine learning for parametric query optimization
  
  Kapil Vaidya, Anshuman Dutt, Vivek Narasayya, Surajit Chaudhuri
  
  VLDB 2022 | November 2021
  
  Publication Project
- Pre-training Summarization Models of Structured Datasets for Cardinality Estimation
  
  Yao Lu, Srikanth Kandula, Arnd Christian König, Surajit Chaudhuri
  
  VLDB | November 2021
  
  Publication Project
- DSB: A Decision Support Benchmark for Workload-Driven and Traditional Database Systems
  
  Bailu Ding, Surajit Chaudhuri, Johannes Gehrke, Vivek Narasayya
  
  VLDB 2022 | October 2021
  
  Publication Project
- Q-error Bounds of Random Uniform Sampling for Cardinality Estimation
  
  Beibin Li, Yao Lu, Chi Wang, Srikanth Kandula
  
  MSR-TR-2021-29 | September 2021
  
  Published by Microsoft
  
  Publication
- Data-induced predicates for sideways information passing in query optimizers
  
  Srikanth Kandula, Laurel Orr, Surajit Chaudhuri
  
  The VLDB Journal | August 2021
  
  Publication Project
- OpenBox: A Generalized Black-box Optimization Service
  
  Yang Li, Yu Shen, Wentao Zhang, Yuanwei Chen, Huai Jun Jiang, Ming Chao Liu, Jiawei Jiang, Jinyang Gao, Wentao Wu, Zhi Yang, Ce Zhang, Bin Cui
  
  ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD 2021) | August 2021
  
  Publication
- Cardinality Estimation: Is Machine Learning a Silver Bullet?
  
  Beibin Li, Yao Lu, Chi Wang, Srikanth Kandula
  
  AIDB | August 2021
  
  Publication
- COMPARE: Accelerating Groupwise Comparison in Relational Databases for Data Analytics
  
  Tarique Siddiqui, Surajit Chaudhuri, Vivek Narasayya
  
  Proceedings of the VLDB Endowment (VLDB 2021) | August 2021
  
  Publication
- Crystal: A Unified Cache Storage System for Analytical Databases
  
  Dominik Durner, Badrish Chandramouli, Yinan Li
  
  Proceedings of the VLDB Endowment | August 2021
  
  Publication Project
- Hyperspace: The Indexing Subsystem of Azure Synapse
  
  Rahul Potharaju, Terry Kim, Eunjin Song, Wentao Wu, Lev Novik, Apoorve Dave, Andrew Fogarty, Pouria Pirzadeh, Vidip Acharya, Gurleen Dhody, Jiying Li, Sinduja Ramanujam, Nicolas Bruno, Cesar Galindo-Legaria, Vivek Narasayya, Surajit Chaudhuri, Anil K. Nori, Tomas Talius, Raghu Ramakrishnan
  
  Proceedings of the VLDB Endowment (VLDB 2021) | August 2021
  
  DOI PDF
- Nearest Neighbor Classifiers over Incomplete Information: From Certain Answers to Certain Predictions
  
  Bojan Karlas, Peng Li, Renzhi Wu, Nezihe Merve Gurel, Xu Chu, Wentao Wu, Ce Zhang
  
  Proceedings of the VLDB Endowment (VLDB 2021) | August 2021
  
  Publication
- Optimization of threshold functions over streams
  
  Walter Cai, Phil Bernstein, Wentao Wu, Badrish Chandramouli
  
  Proceedings of the VLDB Endowment (VLDB 2021) | August 2021
  
  DOI PDF
- VolcanoML: Speeding up End-to-End AutoML via Scalable Search Space Decomposition
  
  Yang Li, Yu Shen, Wentao Zhang, Jiawei Jiang, Yaliang Li, Bolin Ding, Jingren Zhou, Zhi Yang, Wentao Wu, Ce Zhang, Bin Cui
  
  Proceedings of the VLDB Endowment (VLDB 2021) | August 2021
  
  Publication
- The Case for ML-Enhanced High-Dimensional Indexes
  
  Rong Kang, Wentao Wu, Chen Wang, Ce Zhang, Jianmin Wang
  
  AIDB@VLDB 2021 | July 2021
  
  Publication Author's Version
- COMPARE: Accelerating Groupwise Comparison in Relational Databases for Data Analytics (Extended Version)
  
  Tarique Siddiqui, Surajit Chaudhuri, Vivek Narasayya
  
  MSR-TR-2021-13 | July 2021
  
  Published by Microsoft Research
  
  Publication
- Auto-Pipeline: Synthesizing Complex Data Pipelines By-Target Using Reinforcement Learning and Search
  
  Junwen Yang, Yeye He, Surajit Chaudhuri
  
  VLDB 2021 | July 2021
  
  Publication Project
- FastVer: Making Data Integrity a Commodity
  
  Arvind Arasu, Aseem Rastogi, Badrish Chandramouli, Donald Kossmann, Esha Ghosh, Johannes Gehrke, Nikhil Swamy, Jonathan Protzenko, Ravi Ramamurthy, Srinath Setty, Tahina Ramananandro, Alexander van Renen, Min Xu
  
  SIGMOD | June 2021
  
  Publication Project
- Asynchronous Prefix Recoverability for Fast Distributed Stores
  
  Tianyu Li, Badrish Chandramouli, Jose Faleiro, Donald Kossmann, Sam Madden
  
  SIGMOD 2021 | June 2021
  
  Publication Project
- Instance-Optimized Data Layouts for Cloud Analytics Workloads
  
  Jialin Ding, Umar Farooq Minhas, Badrish Chandramouli, Chi Wang, Yinan Li, Ying Li, Donald Kossmann, Johannes Gehrke, Tim Kraska
  
  SIGMOD 2021 | June 2021
  
  Publication
- Towards Demystifying Serverless Machine Learning Training
  
  Jiawei Jiang, Shaoduo Gan, Yue Liu, Fanlin Wang, Gustavo Alonso, Ana Klimovic, Ankit Singla, Wentao Wu, Ce Zhang
  
  ACM SIGMOD International Conference on Management of Data (SIGMOD 2021) | June 2021
  
  Author's Version Publication
- Towards understanding end-to-end learning in the context of data: machine learning dancing over semirings & Codd’s table
  
  Wentao Wu, Ce Zhang
  
  DEEM@SIGMOD 2021 | June 2021
  
  Publication Author's Version
- Economical Hyperparameter Optimization with Blended Search Strategy
  
  Chi Wang, Qingyun Wu, Silu Huang, Amin Saied
  
  The Ninth International Conference on Learning Representations (ICLR 2021) | May 2021
  
  Publication Github Project
- From Sketching to Natural Language: Expressive Visual Querying for Accelerating Insight
  
  Tarique Siddiqui, Paul Luh, Zesheng Wang, Karrie Karahalios, Aditya G. Parameswaran
  
  ACM SIGMOD Record | May 2021
  
  Publication
- Auto-FuzzyJoin: Auto-Program Fuzzy Similarity Joins Without Labeled Examples
  
  Peng Li, Xiang Cheng, Xu Chu, Yeye He, Surajit Chaudhuri
  
  SIGMOD 2021 | April 2021
  
  Publication Author's Version Project
- Auto-Validate: Unsupervised Data Validation Using Data-Domain Patterns Inferred from Data Lakes
  
  Jie Song, Yeye He
  
  SIGMOD 2021 | April 2021
  
  Publication Project
- FLAML: A Fast and Lightweight AutoML Library
  
  Chi Wang, Qingyun Wu, Markus Weimer, Erkang (Eric) Zhu
  
  Fourth Conference on Machine Learning and Systems (MLSys 2021) | April 2021
  
  Publication Video Video Github Project
- A Data Quality-Driven View of MLOps
  
  Cedric Renggli, Luka Rimanic, Nezihe Merve Gurel, Bojan Karlas, Wentao Wu, Ce Zhang
  
  IEEE Data Engineering Bulletin | March 2021, Vol 44(1): pp. 11-23
  
  Publication
- Frugal Optimization for Cost-related Hyperparameters
  
  Qingyun Wu, Chi Wang, Silu Huang
  
  The Thirty-Fifth AAAI Conference on Artificial Intelligence (AAAI-21) | February 2021
  
  Author's Version Github Project
- Magpie: Python at Speed and Scale using Cloud Backends
  
  Alekh Jindal, Venkatesh Emani, Maureen Daum, Olga Poppe, Brandon Haynes, Anna Pavlenko, Ayushi Gupta, Karthik Ramachandra, Carlo Curino, Andreas C. Müller, Wentao Wu, Hiren Patel
  
  Conference on Innovative Data Systems Research (CIDR 2021) | February 2021
  
  Publication Video Video
- Ease.ML: A Lifecycle Management System for MLDev and MLOps
  
  Leonel Aguilar, David Dao, Shaoduo Gan, Nezihe Merve Gurel, Nora Hollenstein, Jiawei Jiang, Bojan Karlas, Thomas Lemmin, Tian Li, Yang Li, Susie Rao, Johannes Rausch, Cedric Renggli, Luka Rimanic, Maurice Weber, Shuai Zhang, Zhikuan Zhao, Kevin Schawinski, Wentao Wu, Ce Zhang
  
  Conference on Innovative Data Systems Research (CIDR 2021) | January 2021
  
  Publication
- Model Averaging in Distributed Machine Learning: A Case Study with Apache Spark
  
  Yunyan Guo, Zhipeng Zhang, Jiawei Jiang, Wentao Wu, Ce Zhang, Bin Cui, Jianzhong Li
  
  VLDB Journal | January 2021
  
  Author's Version Publication
- SurfaceFleet: Exploring Distributed Interactions Unbounded from Device, Application, User, and Time (UIST 2020 Paper)
  
  Frederik Brudy, David Ledo, Michel Pahud, Nathalie Henry Riche, Christian Holz, Anand Waghmare, Hemant Surale, Marcus Peinado, Xiaokuan Zhang, Shannon Joyner, Badrish Chandramouli, Umar Farooq Minhas, Jonathan Goldstein, Bill Buxton, Ken Hinckley
  
  Proceedings of the 33rd Annual Symposium on User Interface Software and Technology (UIST ’20) | October 2020
  
  DOI Publication Video Video Project
- Three lessons from accelerating scientific insight discovery via visual querying
  
  Doris Lee, Tarique Siddiqui, Karrie Karahalios, Aditya Parameswaran
  
  Patterns | October 2020
  
  Publication
- Approximate Partition Selection for BigData Workloads using Summary Statistics
  
  Kexin Rong, Yao Lu, Srikanth Kandula, Peter Bailis, Phil Levis
  
  VLDB | August 2020
  
  DOI Project
- Efficiently Approximating Selectivity Functions using Low Overhead Regression Models
  
  Anshuman Dutt, Chi Wang, Vivek Narasayya, Surajit Chaudhuri
  
  46th International Conference on Very Large Data Bases (VLDB 2020) | August 2020
  
  Publication Project
- Pushing Data-Induced Predicates Through Joins in Big-Data Clusters
  
  Srikanth Kandula, Laurel Orr, Surajit Chaudhuri
  
  VLDB | August 2020
  
  Best Paper Runner-Up
  
  Publication Project Project
- Auto-Transform: Learning-to-Transform by Patterns
  
  Zhongjun Jin, Yeye He, Surajit Chaudhuri
  
  International Conference on Very Large Databases (VLDB) | August 2020
  
  Publication Project
- Ease.ml/snoopy in Action: Towards Automatic Feasibility Analysis for Machine Learning Application Development
  
  Cedric Renggli, Luka Rimanic, Luka Kolar, Wentao Wu, Ce Zhang
  
  Proceedings of the VLDB Endowment (VLDB 2020) | July 2020
  
  Publication
- Helios: Hyperscale Indexing for the Cloud & Edge
  
  Rahul Potharaju, Terry Kim, Wentao Wu, Vidip Acharya, Steve Suh, Andrew Fogarty, Apoorve Dave, Sinduja Ramanujam, Tomas Talius, Lev Novik, Raghu Ramakrishnan
  
  Proceedings of the VLDB Endowment (VLDB 2020) | July 2020
  
  Publication
- Auto-Suggest: Learning-to-Recommend Data Preparation Steps Using Data Science Notebooks
  
  Cong Yan, Yeye He
  
  International Conference on Management of Data (SIGMOD) | June 2020
  
  Publication Publication Project
- Achieving High Throughput and Elasticity in a Larger-than-Memory Store
  
  Chinmay Kulkarni, Badrish Chandramouli, Ryan Stutsman
  
  PVLDB, 14(8), 2021 | June 2020
  
  Publication Project Project Project
- Anytime Algorithm of Database Tuning Advisor for Microsoft SQL Server
  
  Surajit Chaudhuri, Vivek Narasayya
  
  June 2020
  
  Publication Project
- Bitvector-aware Query Optimization for Decision Support Queries
  
  Bailu Ding, Surajit Chaudhuri, Vivek Narasayya
  
  ACM SIGMOD/PODS International Conference on Management of Data (SIGMOD 2020) | June 2020
  
  Publication Project
- Building Continuous Integration Services for Machine Learning
  
  Bojan Karlas, Matteo Interlandi, Cedric Renggli, Wentao Wu, Ce Zhang, Deepak Mukunthu Iyappan Babu, Jordan Edwards, Chris Lauren, Andy Xu, Markus Weimer
  
  ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD 2020) | June 2020
  
  Publication
- Qd-tree: Learning Data Layouts for Big Data Analytics
  
  Zongheng Yang, Badrish Chandramouli, Chi Wang, Johannes Gehrke, Yinan Li, Umar Farooq Minhas, Per-Ake Larson, Donald Kossmann, Rajeev Acharya
  
  SIGMOD 2020 | June 2020
  
  Publication Project
- ShapeSearch: A Flexible and Efficient System for Shape-based Exploration of Trendlines
  
  Tarique Siddiqui, Paul Luh, Zesheng Wang, Karrie Karahalios, Aditya Parameswaran
  
  ACM SIGMOD | June 2020
  
  Best Paper
  
  Publication
- ALEX: An Updatable Adaptive Learned Index
  
  Jialin Ding, Umar Farooq Minhas, Jia Yu, Chi Wang, Jaeyoung Do, Yinan Li, Hantian Zhang, Badrish Chandramouli, Johannes Gehrke, Donald Kossmann, David Lomet, Tim Kraska
  
  MSR-TR-2020-12 | May 2020
  
  Published by Microsoft
  
  SIGMOD 2020 | June 2020
  
  Publication DOI Github
- Bitvector-aware Query Optimization for Decision Support Queries (extended version)
  
  Bailu Ding, Surajit Chaudhuri, Vivek Narasayya
  
  MSR-TR-2020-8 | April 2020
  
  Published by Microsoft
  
  Publication Project
- ColumnSGD: A Column-oriented Framework for Distributed Stochastic Gradient Descent
  
  Zhipeng Zhang, Wentao Wu, Jiawei Jiang, Lele Yu, Bin Cui, Ce Zhang
  
  IEEE International Conference on Data Engineering (ICDE 2020) | April 2020
  
  Publication
- Cost Models for Big Data Query Processing: Learning, Retrofitting, and Our Findings
  
  Tarique Siddiqui, Alekh Jindal, Shi Qiao, Hiren Patel, Wangchao le
  
  SIGMOD 2020: International Conference on Management of Data | February 2020
  
  Publication Project Project
- Contextual Fact Ranking and Its Applications in Table Synthesis and Compression
  
  Silu Huang, Jialu Liu, Flip Korn, Xuezhi Wang, You Wu, Dale Markowitz, Cong Yu
  
  25TH ACM SIGKDD CONFERENCE ON KNOWLEDGE DISCOVERY AND DATA MINING (KDD) | August 2019
  
  Publication
- Customizable and Scalable Fuzzy Join for Big Data
  
  Zhimin Chen, Yue Wang, Vivek Narasayya, Surajit Chaudhuri
  
  International Conference on Very Large Data Bases (PVLDB) | August 2019
  
  Publication Project
- Experiences with Approximating Queries in Microsoft’s Production Big-Data Clusters
  
  Srikanth Kandula, Kukjin Lee, Surajit Chaudhuri, Marc Friedman
  
  VLDB | August 2019, Vol 12(12)
  
  Publication Project
- Fast Approximation of Empirical Entropy via Subsampling
  
  Chi Wang, Bailu Ding
  
  25TH ACM SIGKDD CONFERENCE ON KNOWLEDGE DISCOVERY AND DATA MINING | August 2019
  
  DOI Author's Version Video Project Project
- FishStore: Fast Ingestion and Indexing of Raw Data
  
  Badrish Chandramouli, Dong Xie, Yinan Li, Donald Kossmann
  
  PVLDB Vol. 12 No. 12 | August 2019
  
  Demo paper
  
  Publication Project
- Selectivity Estimation for Range Predicates using Lightweight Models
  
  Anshuman Dutt, Chi Wang, Azade Nazi, Srikanth Kandula, Vivek Narasayya, Surajit Chaudhuri
  
  45th International Conference on Very Large Data Bases (VLDB 2019) | August 2019
  
  DOI Publication Project
- You can’t always sketch what you want: Understanding Sensemaking in Visual Query Systems
  
  Doris Lee, John Lee, Tarique Siddiqui, Jaewoo Kim, Karrie Karahalios, Aditya Parameswaran
  
  IEEE Transactions on Visualization and Computer Graphics | August 2019
  
  Publication
- Uni-Detect: A Unified Approach to Automated Error Detection in Tables
  
  Pei Wang, Yeye He
  
  International Conference on Management of Data (SIGMOD) | July 2019
  
  Publication Project
- Automatically Indexing Millions of Databases in Microsoft Azure SQL Database
  
  Sudipto Das, Miroslav Grbic, Igor Ilic, Isidora Jovandic, Andrija Jovanovic, Vivek Narasayya, Miodrag Radulovic, Maja Stikic, Gaoxiang Xu, Surajit Chaudhuri
  
  ACM SIGMOD Conference | June 2019
  
  Author's Version Project
- Concurrent Prefix Recovery: Performing CPR on a Database
  
  Guna Prasaad, Badrish Chandramouli, Donald Kossmann
  
  2019 ACM SIGMOD Conference | June 2019
  
  PDF Project Project
- FishStore: Faster Ingestion with Subset Hashing
  
  Dong Xie, Badrish Chandramouli, Yinan Li, Donald Kossmann
  
  2019 ACM SIGMOD Conference | June 2019
  
  Project Project
- Resurrecting Middle-Tier Distributed Transactions
  
  Phil Bernstein
  
  Bulletin of the Technical Committee on Data Engineering | June 2019, Vol 42(2): pp. 3-6
  
  Publication
- Speculative Distributed CSV Data Parsing for Big Data Analytics
  
  Chang Ge, Yinan Li, Eric Eilebrecht, Badrish Chandramouli, Donald Kossmann
  
  2019 ACM SIGMOD Conference | June 2019
  
  Publication Project
- AI Meets AI: Leveraging Query Executions to Improve Index Recommendations
  
  Bailu Ding, Sudipto Das, Ryan Marcus, Wentao Wu, Surajit Chaudhuri, Vivek Narasayya
  
  ACM SIGMOD/PODS International Conference on Management of Data (SIGMOD 2019) | May 2019
  
  Publication Project
- Auto-EM: End-to-end Fuzzy Entity-Matching using Pre-trained Deep Models and Transfer Learning
  
  Chen Zhao, Yeye He
  
  WWW – World Wide Web Consortium (W3C) | May 2019
  
  Publication Project
- Ease.ml/ci and Ease.ml/meter in Action: Towards Data Management for Statistical Generalization
  
  Cedric Renggli, Frances Ann Hubis, Bojan Karlas, Kevin Schawinski, Wentao Wu, Ce Zhang
  
  Proceedings of the VLDB Endowment (VLDB 2019) | May 2019
  
  Publication
- Continuous Integration of Machine Learning Models with ease.ml/ci: Towards a Rigorous Yet Practical Treatment
  
  Cedric Renggli, Bojan Karlaš, Bolin Ding, Feng Liu, Wentao Wu, Ce Zhang
  
  SysML Conference (SysML 2019) | April 2019
  
  Publication
- CRA: Enabling Data-Intensive Applications in Containerized Environments
  
  Ibrahim Sabek, Badrish Chandramouli, Umar Farooq Minhas
  
  35th IEEE International Conference on Data Engineering (ICDE 2019) | April 2019
  
  Publication Project Project
- MLlib*: Fast Training of GLMs using Spark MLlib
  
  Zhipeng Zhang, Jiawei Jiang, Wentao Wu, Ce Zhang, Lele Yu, Bin Cui
  
  IEEE International Conference on Data Engineering (ICDE 2019) | April 2019
  
  Publication
- CRA: A Common Runtime for Applications
  
  Badrish Chandramouli, Umar Farooq Minhas, Ibrahim Sabek
  
  MSR-TR-2019-2 | February 2019
  
  Published by Microsoft
  
  https://github.com/Microsoft/CRA
  
  PDF Project Project
- Efficient Identification of Approximate Best Configuration of Training in Large Datasets
  
  Silu Huang, Chi Wang, Bolin Ding, Surajit Chaudhuri
  
  Proceedings of the 33rd AAAI Conference on Artificial Intelligence | January 2019
  
  Publication Access
- ABC: Efficient Selection of Machine Learning Configuration on Large Dataset
  
  Silu Huang, Chi Wang, Bolin Ding, Surajit Chaudhuri
  
  AAAI 2019 | January 2019
  
  Publication Access Project Project
- Improving Optimistic Concurrency Control Through Transaction Batching and Operation Reordering
  
  Bailu Ding, Lucja Kot, Johannes Gehrke
  
  Proceedings of the VLDB Endowment (VLDB 2019) | January 2019
  
  Publication
- Serverless Event-Stream Processing over Virtual Actors
  
  Phil Bernstein, Todd Porter, Rahul Potharaju, Shivaram Venkataraman, Wentao Wu
  
  Conference on Innovative Data Systems Research (CIDR 2019) | January 2019
  
  Publication
- A.M.B.R.O.S.I.A: Providing Performant Virtual Resiliency for Distributed Applications
  
  Jonathan Goldstein, Ahmed Abdelhamid, Mike Barnett, Sebastian Burckhardt, Badrish Chandramouli, Darren Gehring, Niel Lebeck, Christopher Meiklejohn, Umar Farooq Minhas, Ryan Newton, Rahee Ghosh Peshawaria, Tal Zaccai, Irene Zhang
  
  MSR-TR-2018-40 | December 2018
  
  Published by Microsoft
  
  This paper describes the main ideas and research behind the open source Ambrosia platform for writing resilient distributed applications.
  
  Publication Project Project
- Leadership and Advocacy
  
  Phil Bernstein
  
  Making Databases Work: The Pragmatic Wisdom of Michael Stonebraker | Published by ACM and Morgan Claypool | 2018
  
  DOI
- SIGMOD 2018 Program Committee Chair’s Report
  
  Phil Bernstein
  
  ACM SIGMOD Record | December 2018, Vol 47(4)
  
  To appear.
  
  Publication
- Adaptive Sampling for Rapidly Matching Histograms
  
  Stephen Macke, Yiming Zhang, Silu Huang, Aditya G. Parameswaran
  
  44th International Conference on Very Large Data Bases (VLDB) | August 2018
  
  Publication
- ShapeSearch: Flexible Pattern-based Querying of Trend Line Visualizations
  
  Tarique Siddiqui, Paul Luh, Zesheng Wang, Karrie Karahalios, Aditya Parameswaran
  
  VLDB | August 2018
  
  Publication
- Transform-Data-by-Example (TDE): An Extensible Search Engine for Data Transformations
  
  Yeye He, Kris Ganjam, Vivek Narasayya, Surajit Chaudhuri
  
  International Conference on Very Large Databases (VLDB) | August 2018
  
  PDF Project
- Plan Stitch: Harnessing the Best of Many Plans
  
  Bailu Ding, Sudipto Das, Wentao Wu, Surajit Chaudhuri, Vivek Narasayya
  
  Proceedings of the VLDB Endowment (VLDB 2018) | July 2018
  
  Publication Project Project
- FASTER: An Embedded Concurrent Key-Value Store for State Management
  
  Badrish Chandramouli, Guna Prasaad (opens in new tab), Donald Kossmann, Justin Levandoski, James Hunter, Mike Barnett
  
  Demo Paper | July 2018
  
  PDF Project Project Project
- Transform-Data-by-Example: An Extensible Search Engine for Data Transformations
  
  Yeye He, Xu Chu, Kris Ganjam, Yudian Zheng, Vivek Narrasayya, Surajit Chaudhuri
  
  International Conference on Very Large Databases (VLDB) | June 2018
  
  Publication
- Accelerating Machine Learning Inference with Probabilistic Predicates
  
  Yao Lu, Aakanksha Chowdhery, Srikanth Kandula, Surajit Chaudhuri
  
  Proceedings of the ACM SIGMOD International Conference on Management of Data (SIGMOD 2018) | June 2018
  
  Publication Publication Project
- Auto-Detect: Data-Driven Error Detection in Tables
  
  Zhipeng Huang, Yeye He
  
  International Conference on Management of Data (SIGMOD) | June 2018
  
  Publication Project
- Interactive Demonstration of Probabilistic Predicates
  
  Yao Lu, Srikanth Kandula, Surajit Chaudhuri
  
  Proceedings of the ACM SIGMOD International Conference on Management of Data (SIGMOD 2018) | June 2018
  
  Publication Access Project
- Auto-Type: Synthesizing Type-Detection Logic for Rich Semantic Data Types using Open-source Code
  
  Cong Yan, Yeye He
  
  SIGMOD | June 2018
  
  Publication
- Columnstore and B+ tree – Are Hybrid Physical Designs Important?
  
  Adam Dziedzic , Jingjing Wang, Sudipto Das, Bolin Ding, Vivek Narasayya, Manoj Syamala
  
  ACM International Conference on Management of Data (SIGMOD) 2018 | June 2018
  
  PDF Publication Publication Project
- FASTER: A Concurrent Key-Value Store with In-Place Updates
  
  Badrish Chandramouli, Guna Prasaad (opens in new tab), Donald Kossmann, Justin Levandoski, James Hunter, Mike Barnett
  
  2018 ACM SIGMOD International Conference on Management of Data (SIGMOD ’18), Houston, TX, USA | June 2018
  
  Publication Video Project Project Project
- Transform-Data-by-Example (TDE): Extensible Data Transformation in Excel
  
  Yeye He, Kris Ganjam, Kukjin Lee, Yue Wang, Vivek Narasayya, Surajit Chaudhuri, Xu Chu
  
  International Conference on Management of Data (SIGMOD) | June 2018
  
  Publication
- Navigating the Data Lake with DATAMARAN: Automatically Extracting Structure from Log Datasets
  
  Yihan Gao, Silu Huang, Aditya Parameswaran
  
  Proceedings of the ACM SIGMOD International Conference on Management of Data (SIGMOD) | June 2018
  
  Publication
- Optimally leveraging density and locality for exploratory browsing and sampling
  
  Albert Kim, Liqi Xu, Tarique Siddiqui, Silu Huang, Sam Madden, Aditya Parameswaran
  
  HILDA@SIGMOD | June 2018
  
  Publication
- MLBench: Benchmarking Machine Learning Services Against Human Experts
  
  Yu Liu, Hantian Zhang, Luyuan Zeng, Wentao Wu, Ce Zhang
  
  Proceedings of the VLDB Endowment (VLDB 2018) | May 2018
  
  Publication
- Ease.ml in Action: Towards Multi-tenant Declarative Learning Services
  
  Bojan Karlas, Ji Liu, Wentao Wu, Ce Zhang
  
  Proceedings of the VLDB Endowment (VLDB 2018) | May 2018
  
  Publication
- Actor-Oriented Database Systems
  
  Phil Bernstein
  
  Proceedings of the 2018 IEEE 34th International Conference on Data Engineering | April 2018
  
  ISBN: 978-1-5386-5520-7
  
  PDF Publication Project
- Impatience is a Virtue: Revisiting Disorder in High-Performance Log Analytics
  
  Badrish Chandramouli, Jonathan Goldstein, Yinan Li
  
  34th IEEE International Conference on Data Engineering (ICDE 2018), Paris, France | April 2018
  
  PDF Project Project
- RC-Index: Diversifying Answers to Range Queries
  
  Yue Wang, Alexandra Meliou, Gerome Miklau
  
  International Conference on Very Large Data Bases (PVLDB) | March 2018, Vol 11: pp. 773-786
  
  Proc. VLDB Endow.
  
  PDF Publication
- Ease.ml: Towards Multi-tenant Resource Sharing for Machine Learning Workloads
  
  Tian Li, Jie Zhong, Ji Liu, Wentao Wu, Ce Zhang
  
  Proceedings of the VLDB Endowment (VLDB 2018) | February 2018
  
  Preprint
- How Good Are Machine Learning Clouds for Binary Classification with Good Features?
  
  Hantian Zhang, Luyuan Zeng, Wentao Wu, Ce Zhang
  
  Proceedings of the 2017 Symposium on Cloud Computing (SoCC 2017) | September 2017
  
  Publication Publication
- Discovering Enterprise Concepts Using Spreadsheet Tables
  
  Keqian Li, Yeye He, Kris Ganjam
  
  SIGKDD Conference on Knowledge Discovery and Data Mining (KDD) | August 2017
  
  PDF
- MLog: Towards Declarative In-Database Machine Learning
  
  Bin Cui, Xupeng Li, Yiru Chen, Wentao Wu, Ce Zhang
  
  Proceedings of the VLDB Endowment (VLDB 2017) | August 2017
  
  PDF
- OrpheusDB: Bolt-on Versioning for Relational Databases
  
  Silu Huang, Liqi Xu, Jialin Liu, Aaron J. Elmore, Aditya G. Parameswaran
  
  43th International Conference on Very Large Data Bases (VLDB) | August 2017
  
  Publication
- Mison: A Fast JSON Parser for Data Analytics
  
  Yinan Li, Nikos R. Katsipoulakis, Badrish Chandramouli, Jonathan Goldstein, Donald Kossmann
  
  The 43rd International Conference on Very Large Data Bases (VLDB 2017) | June 2017
  
  PDF Project
- Auto-Join: Joining Tables by Leveraging Transformations
  
  Erkang Zhu, Yeye He, Surajit Chaudhuri
  
  International Conference on Very Large Databases (VLDB) | May 2017
  
  Publication Publication Project Project
- Approximate Query Processing: No Silver Bullet
  
  Surajit Chaudhuri, Bolin Ding, Srikanth Kandula
  
  Proceedings of the ACM SIGMOD International Conference on Management of Data (SIGMOD 2017) | May 2017
  
  Publication Project
- An Overreaction to the Broken Machine Learning Abstraction: The ease.ml Vision
  
  Ce Zhang, Wentao Wu, Tian Li
  
  Proceedings of the 2nd Workshop on Human-In-the-Loop Data Analytics (HILDA@SIGMOD 2017) | May 2017
  
  Publication Publication
- Auto-Map: Synthesizing Mapping Relationships Using Table Corpus
  
  Yue Wang, Yeye He
  
  International Conference on Management of Data (SIGMOD) | May 2017
  
  Publication Publication Publication Project Project Project
- Enabling Signal Processing over Data Streams
  
  Milos Nikolic, Badrish Chandramouli, Jonathan Goldstein
  
  SIGMOD 2017, May 14-19, 2017, Chicago, Illinois, USA | May 2017
  
  PDF Project Project
- Leveraging Re-costing for Online Optimization of Parameterized Queries with Guarantees
  
  Anshuman Dutt, Vivek Narasayya, Surajit Chaudhuri
  
  International Conference on Management of Data (SIGMOD) | May 2017
  
  PDF Project
- OrpheusDB: A Lightweight Approach to Relational Dataset Versioning
  
  Liqi Xu, Silu Huang, Sili Hui, Aaron J. Elmore, Aditya Parameswaran
  
  Proceedings of the ACM SIGMOD International Conference on Management of Data (SIGMOD DEMO) | May 2017
  
  Publication
- Semantic Bootstrapping: A Theoretical Perspective
  
  Wentao Wu, Hongsong Li, Haixun Wang, Kenny Q. Zhu
  
  33rd IEEE International Conference on Data Engineering (ICDE 2017) | April 2017
  
  Publication Publication
- Towards Interactive Debugging of Rule-based Entity Matching
  
  Fatemah Panahi, Wentao Wu, AnHai Doan, Jeffrey F. Naughton
  
  Proceedings of the 20th International Conference on Extending Database Technology (EDBT 2017) | March 2017
  
  Publication Publication
- Towards Visualization Recommendation Systems
  
  Manasi Vartak, Silu Huang, Tarique Siddiqui, Sam Madden, Aditya Parameswaran
  
  SIGMOD Record | March 2017
  
  Publication
- Semantic Bootstrapping: A Theoretical Perspective
  
  Wentao Wu, Hongsong Li, Haixun Wang, Kenny Q. Zhu
  
  IEEE Transactions on Knowledge and Data Engineering (TKDE) | February 2017, Vol 29: pp. 446-457
  
  Publication Publication
- Indexing in an Actor-Oriented Database
  
  Phil Bernstein, Mohammad Dashti, Tim Kiefer, David Maier
  
  Conference on Innovative Database Research (CIDR) | January 2017
  
  PDF Project Project
- READY: Completeness is in the Eye of the Beholder
  
  Badrish Chandramouli, Johannes Gehrke, Jonathan Goldstein, Moritz Hoffmann, Donald Kossmann, Justin Levandoski, Renato Marroquin, Wenlei Xie
  
  8th Biennial Conference on Innovative Data Systems Research (CIDR 2017) | January 2017
  
  PDF
- Fast-Forwarding to Desired Visualizations with Zenvisage
  
  Tarique Siddiqui, John Lee, Alber Kim, Edward xue, Chaoran Wang, Yuxuan Zou, Changfeng Liu, Lijin Guo, Xiaofo Yu, Karrie Karahalios, Aditya Parameswaran
  
  CIDR | January 2017
  
  Publication
- Shrink – Prescribing Resiliency Solutions for Streaming
  
  Badrish Chandramouli, Jonathan Goldstein
  
  International Conference on Very Large Databases (PVLDB Vol. 10, Issue. 5) | January 2017
  
  PDF Project Project
- Transactions for Distributed Actors in the Cloud
  
  Tamer Eldeeb, Phil Bernstein
  
  MSR-TR-2016-1001 | October 2016
  
  PDF Project
- Effortless data exploration with zenvisage: an expressive and interactive visual analytics system
  
  Tarique Siddiqui, Albert Kim, John Lee, Karrie Karahalios, Aditya Parameswaran
  
  VLDB | October 2016
  
  Publication
- FacetGist: Collective Extraction of Document Facets in Large Technical Corpora
  
  Tarique Siddiqui, Xiang Ren, Aditya Parameswaran, Jiawei Han
  
  CIKM | October 2016
  
  Publication
- Data Services Leveraging Bing’s Data Assets
  
  Kaushik Chakrabarti, Surajit Chaudhuri, Zhimin Chen, Kris Ganjam, Yeye He
  
  September 2016
  
  PDF
- Quill: Efficient, Transferable, and Rich Analytics at Scale
  
  Badrish Chandramouli, Raul Castro Fernandez, Jonathan Goldstein, Ahmed Eldawy, Abdul Quamar
  
  International Conference on Very Large Databases (PVLDB Vol. 9, Issue. 14) | September 2016
  
  PDF PDF Project Project
- The Quill Distributed Analytics Library and Platform
  
  Badrish Chandramouli, Raul Castro Fernandez, Jonathan Goldstein, Ahmed Eldawy, Abdul Quamar
  
  MSR-TR-2016-25 | August 2016
  
  Technical Report
  
  PDF Project
- Trill: Engineering a Library for Diverse Analytics
  
  Badrish Chandramouli, Jonathan Goldstein, Mike Barnett, James Terwilliger
  
  IEEE Data Engineering Bulletin | July 2016
  
  PDF Project Project
- Shrink – Prescribing Resiliency Solutions for Streaming
  
  Badrish Chandramouli, Jonathan Goldstein
  
  MSR-TR-2016-15 | June 2016
  
  PDF Project Project
- Operator and Query Progress Estimation in Microsoft SQL Server Live Query Statistics
  
  Kukjin Lee, Arnd Christian König, Vivek Narasayya, Bolin Ding, Surajit Chaudhuri, Brent Ellwein, Alexey Eksarevskiy, Manbeen Kohli, Jacob Wyant, Praneeta Prakash, Rimma Nehme, Jiexing Li, Jeff Naughton
  
  Proceedings of the ACM SIGMOD International Conference on Management of Data (SIGMOD 2016) | June 2016
  
  Proceedings of the ACM SIGMOD International Conference on Management of Data (SIGMOD 2016)
  
  PDF Project
- Time Adaptive Sketches (Ada-Sketches) for Summarizing Data Streams
  
  Arnd Christian König, Anshumali Srivastava, Misha Bilenko
  
  ACM SIGMOD Conference | June 2016
  
  ACM SIGMOD Conference
  
  PDF
- Plan Bouquets: A Fragrant Approach to Robust Query Processing
  
  Anshuman Dutt, Jayant R. Haritsa
  
  ACM Trans. Database Syst. | June 2016, Vol 41: pp. 0.459027778-0.484027778
  
  Publication Publication
- Accelerating Relational Databases by Leveraging Remote Memory and RDMA
  
  Feng Li, Sudipto Das, Manoj Syamala, Vivek Narasayya
  
  ACM International Conference on Management of Data (SIGMOD) 2016 | June 2016
  
  PDF
- Automated Demand-driven Resource Scaling in Relational Database-as-a-Service
  
  Sudipto Das, Feng Li, Vivek Narasayya, Arnd Christian König
  
  ACM International Conference on Management of Data (SIGMOD) 2016 | June 2016
  
  PDF Project
- Quickr: Lazily Approximating Complex Ad-Hoc Queries in Big Data Clusters
  
  Srikanth Kandula, Anil Shanbhag, Aleksandar Vitorovic, Matthaios Olma, Robert Grandl, Surajit Chaudhuri, Bolin Ding
  
  Proceedings of the ACM SIGMOD International Conference on Management of Data (SIGMOD 2016) | June 2016
  
  PDF Project
- Sample + Seek: Approximating Aggregates with Distribution Precision Guarantee
  
  Bolin Ding, Silu Huang, Surajit Chaudhuri, Kaushik Chakrabarti, Chi Wang
  
  Proceedings of 2016 ACM SIGMOD International Conference on Management of Data (SIGMOD) | June 2016
  
  Publication
- Sampling-Based Query Re-Optimization
  
  Wentao Wu, Jeffrey F. Naughton, Harneet Singh
  
  Proceedings of the 2016 International Conference on Management of Data (SIGMOD 2016) | June 2016
  
  Publication Publication
- Making Sense of Temporal Queries with Interactive Visualization
  
  Leilani Battle, Danyel Fisher, Robert DeLIne, Mike Barnett, Badrish Chandramouli, Jonathan Goldstein
  
  Proceedings of the 34th Conference on Human-Computer Interaction (CHI 2016) | May 2016
  
  PDF Publication Video Project
- ICE: Managing Cold State for Big Data Applications
  
  Badrish Chandramouli, Justin Levandoski, Eli Cortez
  
  IEEE International Conference on Data Engineering (ICDE) | May 2016
  
  PDF Project Project
- Automatic Discovery of Attribute Synonyms Using Query Logs and Table Corpora
  
  Yeye He, Kaushik Chakrabarti, Tomasz Tylenda
  
  WWW – World Wide Web Consortium (W3C) | April 2016
  
  PDF Project
- Tempe: Live Scripting For Live Data
  
  Robert DeLIne, Danyel Fisher, Badrish Chandramouli, Jonathan Goldstein, Mike Barnett, James Terwilliger, John Wernsing
  
  Visual Languages and Human-Centric Computing (VL/HCC), 2015 IEEE Symposium on | October 2015
  
  ISBN: 978-1-4673-7457-6
  
  PDF Publication Publication
- Principles of Dataset Versioning: Exploring the Recreation/Storage Tradeoff.
  
  Souvik Bhattacherjee, Amit Chavan, Silu Huang, Amol Deshpande, Aditya Parameswaran
  
  41th International Conference on Very Large Data Bases (VLDB) | August 2015
  
  Publication
- Sharing Buffer Pool Memory in Multi-Tenant Relational Database-as-a-Service
  
  Vivek Narasayya, Ishai Menache, Mohit Singh, Feng Li, Manoj Syamala, Surajit Chaudhuri
  
  Proceedings of the VLDB Endowment | August 2015
  
  PDF Project
- Trill: A High-Performance Incremental Query Processor for Diverse Analytics
  
  Badrish Chandramouli, Jonathan Goldstein, Mike Barnett, Robert DeLine, Danyel Fisher, John Platt, James Terwilliger, John Wernsing, Robert DeLIne
  
  August 2015
  
  PDF PDF Project Project
- Centiman: Elastic, high performance optimistic concurrency control by watermarking
  
  Bailu Ding, Lucja Kot, Alan Demers, Johannes Gehrke
  
  Proceedings of the Sixth ACM Symposium on Cloud Computing | July 2015
  
  Publication
- Optimizing optimistic concurrency control for tree-structured, log-structured databases
  
  Phil Bernstein, Sudipto Das, Bailu Ding, Markus Pilman
  
  Proceedings of the 2015 ACM SIGMOD International Conference on Management of Data | July 2015
  
  Publication
- The Homeostasis Protocol: Avoiding Transaction Coordination Through Program Analysis
  
  Sudip Roy, Lucja Kot, Gabriel Bender, Bailu Ding, Hossein Hojjat, Christoph Koch, Nate Foster, Johannes Gehrke
  
  Proceedings of the 2015 ACM SIGMOD International Conference on Management of Data | July 2015
  
  Publication
- Towards a Unified Query Language for Provenance and Versioning
  
  Amit Chavan, Silu Huang, Amol Deshpande, Aaron J. Elmore, Sam Madden, Aditya Parameswaran
  
  7th USENIX Workshop on the Theory and Practice of Provenance (TaPP) | July 2015
  
  Publication
- A Padded Encoding Scheme to Accelerate Scans by Leveraging Skew
  
  Yinan Li, Craig Chasseur, Jignesh M. Patel
  
  Proceedings of the 2015 ACM SIGMOD International Conference on Management of Data, Melbourne, Victoria, Australia, May 31 – June 4, 2015 | June 2015
  
  Publication
- Minimum Spanning Trees in Temporal Graphs
  
  Silu Huang, Ada Wai-Chee Fu, Ruifeng Liu
  
  Proceedings of the ACM SIGMOD International Conference on Management of Data (SIGMOD) | June 2015
  
  Publication
- S4: Top-k Spreadsheet-Style Search for Query Discovery
  
  Fotis Psallidas, Bolin Ding, Kaushik Chakrabarti, Surajit Chaudhuri
  
  Proceedings of the ACM SIGMOD International Conference on Management of Data (SIGMOD 2015) | June 2015
  
  PDF Publication
- SEMA-JOIN: Joining Semantically-Related Tables Using Big Table Corpora
  
  Yeye He, Kris Ganjam, Xu Chu
  
  International Conference on Very Large Databases (VLDB) | June 2015
  
  Publication Project
- AutoTag’n Search My Photos: Leveraging the Social Graph for Photo Tagging
  
  Shobana Balakrishnan, Surajit Chaudhuri, Vivek Narasayya
  
  Proceedings of the 24th International Conference on World Wide Web Conference | May 2015
  
  PDF
- Concept Expansion Using Web Tables
  
  Chi Wang, Kaushik Chakrabarti, Yeye He, Kris Ganjam, Zhimin Chen, Phil Bernstein
  
  Proceeding of 2015 International World Wide Web Conference | May 2015
  
  PDF Publication Project
- TEGRA: Table Extraction by Global Record Alignment
  
  Xu Chu, Yeye He, Kaushik Chakrabarti, Kris Ganjam
  
  International Conference on Management of Data (SIGMOD) | May 2015
  
  Publication Publication Publication Project
- PerfAugur: Robust Diagnostics for Performance Anomalies in Cloud Services
  
  Sudip Roy, Arnd Christian König, Arnd Christian König, Igor Dvorkin, Manish Kumar
  
  ICDE – 31st International Conference on Data Engineering | April 2015
  
  PDF
- Transaction Processing on Confidential Data Using Cipherbase
  
  Arvind Arasu, Ken Eguro, Manas Joglekar, Raghav Kaushik, Donald Kossmann, Ravi Ramamurthy
  
  31st IEEE International Conference on Data Engineering (ICDE) | April 2015
  
  PDF PDF
- On Debugging Non-Answers in Keyword Search Systems
  
  Akanksha Baid, Wentao Wu, Chong Sun, AnHai Doan, Jeffrey F. Naughton
  
  Proceedings of the 18th International Conference on Extending Database Technology (EDBT 2015) | March 2015
  
  Publication Publication
- Scaling Optimistic Concurrency Control by Approximately Partitioning the Certifier and Log
  
  Phil Bernstein, Sudipto Das
  
  IEEE Data Engineering Bulletin | March 2015, Vol 38(1)
  
  PDF Project
- Tempe: An Interactive Data Science Environment for Exploration of Temporal and Streaming Data
  
  Danyel Fisher, Badrish Chandramouli, Robert DeLIne, Jonathan Goldstein, Andrei Aron, Mike Barnett, John Platt, James Terwilliger, John Wernsing
  
  MSR-TR-2014-148 | November 2014
  
  PDF Project Project
- ClusterJoin: A Similarity Joins Framework using Map-Reduce
  
  Akash Das Sarma, Yeye He, Surajit Chaudhuri
  
  Proceedings of International Conference on Very Large Databases (VLDB) | September 2014
  
  Proceedings of International Conference on Very Large Databases (VLDB)
  
  PDF PDF Project
- Finding Patterns in a Knowledge Base using Keywords to Compose Table Answers
  
  Mohan Yang, Bolin Ding, Surajit Chaudhuri, Kaushik Chakrabarti
  
  Proceedings of the VLDB Endowment, the 41st International Conference on Very Large Data Bases (VLDB 2015) | September 2014
  
  PDF Project
- WideTable: An Accelerator for Analytical Data Processing
  
  Yinan Li, Jignesh M. Patel
  
  PVLDB | September 2014, Vol 7(10): pp. 907-918
  
  PDF
- Fast foreign-key detection in Microsoft SQL server PowerPivot for Excel
  
  Zhimin Chen, Vivek Narasayya, Surajit Chaudhuri
  
  Proceedings of the VLDB Endowment | August 2014
  
  PDF Project
- k-Balanced sorting and skew join in MPI and MapReduce
  
  Silu Huang, Ada Wai-Chee Fu
  
  2014 IEEE International Conference on Big Data (Big Data) | August 2014
  
  Publication
- Path Problems in Temporal Graphs
  
  Huanhuan Wu, James Cheng, Silu Huang, Yiping Ke, Yi Lu, Yanyan Xu
  
  40th International Conference on Very Large Data Bases (VLDB) | August 2014
  
  Publication
- Scalable Progressive Analytics on Big Data in the Cloud
  
  Badrish Chandramouli, Jonathan Goldstein, Abdul Quamar
  
  MSR-TR-2013-78 | August 2014
  
  International Conference on Very Large Databases (PVLDB Vol. 6, Issue. 14)
  
  PDF Publication Project
- Supporting Distributed Feed-Following Apps over Edge Devices
  
  Badrish Chandramouli, Suman Nath, Wenchao Zhou
  
  International Conference on Very Large Databases | August 2014
  
  PDF Project
- Transaction Processing on Confidential Data Using Cipherbase
  
  Arvind Arasu, Ken Eguro, Manas Joglekar, Raghav Kaushik, Donald Kossmann, Ravi Ramamurthy
  
  MSR-TR-2014-106 | August 2014
  
  PDF
- Uncertainty Aware Query Execution Time Prediction
  
  Wentao Wu, Xi Wu, Hakan Hacigümüs, Jeffrey F. Naughton
  
  Proceedings of the VLDB Endowment (VLDB 2014) | August 2014
  
  PDF
- Plan Bouquets: Query Processing without Selectivity Estimation
  
  Anshuman Dutt, Jayant R. Haritsa
  
  SIGMOD 2014 | June 2014
  
  Publication
- Discovering Queries based on Example Tuples
  
  Yanyan Shen, Kaushik Chakrabarti, Surajit Chaudhuri, Bolin Ding, Lev Novik
  
  Proceedings of the ACM SIGMOD International Conference on Management of Data (SIGMOD 2014) | June 2014
  
  Proceedings of the ACM SIGMOD International Conference on Management of Data (SIGMOD 2014)
  
  PDF
- Patience is a Virtue: Revisiting Merge and Sort on Modern Processors
  
  Badrish Chandramouli, Jonathan Goldstein
  
  ACM SIGMOD International Conference on Management of Data (SIGMOD 2014) | June 2014
  
  PDF Project
- Querying Encrypted Data (Tutorial)
  
  Arvind Arasu, Ken Eguro, Raghav Kaushik, Ravi Ramamurthy
  
  2014 ACM SIGMOD Conference | June 2014
  
  PDF PDF
- Sample-Oriented Task-Driven Visualizations: Allowing Users to Make Better, More Confident Decisions
  
  Nivan Ferreira, Danyel Fisher, Arnd Christian König
  
  Proceedings of Conference on Human Factors in Computing Systems (CHI 2014) | April 2014
  
  PDF Project
- The Trill Incremental Analytics Engine
  
  Badrish Chandramouli, Jonathan Goldstein, Mike Barnett, John Wernsing, John Platt, Robert DeLine, Danyel Fisher, James Terwilliger, Robert DeLIne
  
  MSR-TR-2014-54 | April 2014
  
  PDF Project
- Orleans: Distributed Virtual Actors for Programmability and Scalability
  
  Phil Bernstein, Sergey Bykov, Alan Geller, Gabriel Kliot, Jorgen Thelin
  
  MSR-TR-2014-41 | March 2014
  
  PDF Project
- Database Application Developer Tools Using Static Analysis and Dynamic Profiling
  
  Surajit Chaudhuri, Vivek Narasayya, Manoj Syamala
  
  IEEE Data Eng. Bull. | March 2014, Vol 37: pp. 38-47
  
  PDF Project
- Oblivious Query Processing
  
  Arvind Arasu, Raghav Kaushik
  
  17th International Conference on Database Theory (ICDT) | March 2014
  
  PDF
- On Load Shedding in Complex Event Processing
  
  Yeye He, Siddharth Barman, Jeffrey Naughton
  
  Proceedings of International Conference on Database Theory (ICDT) | March 2014
  
  PDF
- Temporal Graph Traversals: Definitions, Algorithms, and Applications
  
  Silu Huang, James Cheng, Huanhuan Wu
  
  January 2014
  
  January 2014
  
  Publication
- A General Streaming Algorithm for Pattern Discovery
  
  Srivatsan Laxman, Badrish Chandramouli, Naren Ramakrishnan
  
  Knowledge and Information Systems | December 2013, Vol 37(3): pp. 585-610
  
  Publication Project
- b-Bit Minwise Hashing in Practice
  
  Ping Li, Anshumali Shrivastava, Arnd Christian König
  
  Proceedings of the 5th Asia-Pacific Symposium on Internetware | October 2013
  
  PDF
- A Secure Coprocessor for Database Applications
  
  Ravi Ramamurthy, Ken Eguro, Arvind Arasu, Raghav Kaushik, Donald Kossmann, Ramarathnam Venkatesan
  
  23rd International Conference on Field Programmable Logic and Applications (FPL) | September 2013
  
  23rd International Conference on Field Programmable Logic and Applications (FPL)
  
  PDF
- CPU Sharing Techniques for Performance Isolation in Multi-tenant Relational Database-as-a-Service
  
  Sudipto Das, Vivek Narasayya, Feng Li, Manoj Syamala
  
  Proceedings of the VLDB Endowment | September 2013
  
  PDF Project
- Towards Predicting Query Execution Time for Concurrent and Dynamic Database Workloads
  
  Wentao Wu, Yun Chi, Hakan Hacigümüs, Jeffrey F. Naughton
  
  Proceedings of the VLDB Endowment (VLDB 2013) | August 2013
  
  PDF
- TF-Label: a topological-folding labeling scheme for reachability querying in a large graph
  
  James Cheng, Silu Huang, Huanhuan Wu, Ada Wai-Chee Fu
  
  Proceedings of the ACM SIGMOD International Conference on Management of Data (SIGMOD) | July 2013
  
  Publication
- Incremental Mapping Compilation in an Object-to-Relational Mapping System (Extended Version)
  
  Phil Bernstein, Marie Jacob, Jorge Perez, Guillem Rull, James Terwilliger
  
  MSR-TR-2013-45 | June 2013
  
  PDF
- Incremental mapping compilation in an object-to-relational mapping system
  
  Phil Bernstein, Marie Jacob, Jorge Perez, Guillem Rull, James Terwilliger
  
  Proceedings of the 2013 ACM SIGMOD International Conference on Management of Data | June 2013
  
  An extended version of the appears as Microsoft Technical Report
  
  PDF
- Query containment in Entity SQL (Extended Abstract)
  
  Guillem Rull, Phil Bernstein, Ivo Santos, Yannis Katsis, Sergey Melnik, James Terwilliger, Ernest Teniente
  
  Proceedings of the 2013 ACM SIGMOD International Conference on Management of Data | June 2013
  
  PDF
- Rethinking Eventual Consistency
  
  Phil Bernstein, Sudipto Das
  
  Proceedings of the 2013 ACM SIGMOD International Conference on Management of Data | June 2013
  
  PDF Project
- A Demonstration of SQLVM: Performance Isolation in Multi-Tenant Relational Database-as-a-Service
  
  Vivek Narasayya, Sudipto Das, Manoj Syamala, Surajit Chaudhuri, Feng Li, Hyunjung Park
  
  SIGMOD 2013 | June 2013
  
  SIGMOD 2013
  
  ISBN: 978-1-4503-2037-5
  
  PDF Publication Publication Project
- BitWeaving: fast scans for main memory data processing
  
  Yinan Li, Jignesh M. Patel
  
  Proceedings of the ACM SIGMOD International Conference on Management of Data, SIGMOD 2013, New York, NY, USA, June 22-27, 2013 | June 2013
  
  Proceedings of the ACM SIGMOD International Conference on Management of Data, SIGMOD 2013, New York, NY, USA, June 22-27, 2013
  
  ISBN: 978-1-4503-2037-5
  
  Publication Publication
- Enabling JSON Document Stores in Relational Systems
  
  Craig Chasseur, Yinan Li, Jignesh M. Patel
  
  Proceedings of the 16th International Workshop on the Web and Databases 2013, WebDB 2013, New York, NY, USA, June 23, 2013. | June 2013
  
  Proceedings of the 16th International Workshop on the Web and Databases 2013, WebDB 2013, New York, NY, USA, June 23, 2013.
  
  PDF
- Stat! – An Interactive Analytics Environment for Big Data
  
  Mike Barnett, Badrish Chandramouli, Robert DeLIne, Steven Drucker, Danyel Fisher, Jonathan Goldstein, Patrick Morrison, John Platt
  
  ACM SIGMOD International Conference on Management of Data (SIGMOD 2013) | June 2013
  
  PDF Project Project
- Mining Acronym Expansions and Their Meanings Using Query Click Log
  
  Bilyana Taneva, Tao Cheng, Kaushik Chakrabarti, Yeye He
  
  May 2013
  
  PDF PDF Project Project
- Data Services for E-tailers Leveraging Web Search Engine Assets
  
  Tao Cheng, Kaushik Chakrabarti, Surajit Chaudhuri, Vivek Narasayya, Manoj Syamala
  
  ICDE Conference | April 2013
  
  PDF Project Project
- Predicting query execution time: Are optimizer cost models really unusable?
  
  Wentao Wu, Yun Chi, Shenghuo Zhu, Jun'ichi Tatemura, Hakan Hacigümüs, Jeffrey F. Naughton
  
  29th IEEE International Conference on Data Engineering (ICDE 2013) | April 2013
  
  Publication Publication
- Querying Encrypted Data (Tutorial)
  
  Arvind Arasu, Ken Eguro, Raghav Kaushik, Ravi Ramamurthy
  
  29th International Conference on Data Engineering (ICDE) | April 2013
  
  Tutorial presentation
  
  PDF PDF
- Orthogonal Security With Cipherbase
  
  Arvind Arasu, Spyros Blanas, Ken Eguro, Raghav Kaushik, Donald Kossmann, Ravi Ramamurthy, Ramarathnam Venkatesan
  
  6th Biennial Conference on Innovative Data Systems Research (CIDR’13) | January 2013
  
  6th Biennial Conference on Innovative Data Systems Research (CIDR'13)
  
  PDF PDF
- Crawling Deep-web Entity Pages
  
  Yeye He, Dong Xin, Venkatesh Ganti, Sriram Rajaraman
  
  Proceedings of International Conference on Web Search and Data Mining (WSDM) | January 2013
  
  PDF
- NUMA-aware algorithms: the case of data shuffling
  
  Yinan Li, Ippokratis Pandis, René Müller, Vijayshankar Raman, Guy M. Lohman
  
  CIDR 2013, Sixth Biennial Conference on Innovative Data Systems Research, Asilomar, CA, USA, January 6-9, 2013, Online Proceedings | January 2013
  
  PDF
- SQLVM: Performance Isolation in Multi-Tenant Relational Database-as-a-Service
  
  Vivek Narasayya, Sudipto Das, Manoj Syamala, Badrish Chandramouli, Surajit Chaudhuri
  
  CIDR 2013 | January 2013
  
  PDF PDF Project
- Utility-Maximizing Event Stream Suppression
  
  Di Wang, Yeye He, Elke Rundensteiner, Jeffrey Naughton
  
  Proceedings of International Conference on Management of Data (SIGMOD) | January 2013
  
  PDF
- Efficient Episode Mining of Dynamic Event Streams
  
  Debprakash Patnaik, Srivatsan Laxman, Badrish Chandramouli, Naren Ramakrishnan
  
  IEEE International Conference on Data Mining (ICDM 2012), Brussels, Belgium | December 2012
  
  IEEE International Conference on Data Mining (ICDM 2012), Brussels, Belgium
  
  Best Papers of ICDM 2012
  
  PDF Project
- Engineering Performance and Security with Cipherbase
  
  Arvind Arasu, Spyros Blanas, Ken Eguro, Manas Joglekar, Raghav Kaushik, Donald Kossmann, Ravi Ramamurthy, Prasang Upadhyaya, Ramarathnam Venkatesan
  
  Data Engineering Bulletin | December 2012
  
  PDF
- WHAM: A High-Throughput Sequence Alignment Method
  
  Yinan Li, Jignesh M. Patel, Allison Terrell
  
  ACM Trans. Database Syst. | December 2012, Vol 37(4): pp. 28
  
  Publication
- Robust Estimation of Resource Consumption for SQL Queries using Statistical Techniques
  
  Jiexing Li, Arnd Christian König, Arnd Christian König, Vivek Narasayya, Surajit Chaudhuri
  
  38th International Conference on Very Large Databases | August 2012
  
  PDF Project
- Exploratory Visualization Involving Incremental, Approximate Database Queries and Uncertainty
  
  Danyel Fisher, Steven Drucker, Arnd Christian König
  
  MSR-TR-2012-134 | July 2012
  
  IEEE Computer Graphics and Applications
  
  PDF Project
- Supporting Distributed Feed-Following Apps over Edge Devices
  
  Badrish Chandramouli, Suman Nath, Wenchao Zhou
  
  MSR-TR-2012-73 | July 2012
  
  PDF
- Experiences with using Data Cleaning Technology for Bing Services
  
  Arvind Arasu, Surajit Chaudhuri, Zhimin Chen, Kris Ganjam, Raghav Kaushik, Vivek Narasayya
  
  Data Engineering Bulletin | June 2012
  
  PDF PDF Project
- Probase: a probabilistic taxonomy for text understanding
  
  Wentao Wu, Hongsong Li, Haixun Wang, Kenny Q. Zhu
  
  Proceedings of the ACM SIGMOD International Conference on Management of Data (SIGMOD 2012) | May 2012
  
  Publication Publication
- RACE: Real-time Applications over Cloud-Edge
  
  Badrish Chandramouli, Joris Claessens, Suman Nath, Ivo Santos, Wenchao Zhou
  
  ACM SIGMOD International Conference on Management of Data (SIGMOD 2012) | May 2012
  
  PDF Project
- GPU-Based Minwise Hashing
  
  Ping Li, Anshumali Shrivastava, Arnd Christian König
  
  21st International World Wide Web Conference | April 2012
  
  PDF Project
- Context-aware Search for Personal Information Management Systems
  
  Jidong Chen, Wentao Wu, Hang Guo, Wei Wang
  
  Proceedings of the Twelfth SIAM International Conference on Data Mining (SDM 2012) | April 2012
  
  Publication
- Physically Independent Stream Merging
  
  Badrish Chandramouli, David Maier, Jonathan Goldstein
  
  28th International Conference on Data Engineering (ICDE ’12) | April 2012
  
  28th International Conference on Data Engineering (ICDE '12)
  
  PDF Project
- Targeted Disambiguation of Ad-hoc, Homogeneous Sets of Named Entities
  
  Chi Wang, Kaushik Chakrabarti, Tao Cheng, Surajit Chaudhuri
  
  Proceeding of 2012 International World Wide Web Conference | April 2012
  
  Proceeding of 2012 International World Wide Web Conference
  
  PDF
- Temporal Analytics on Big Data for Web Advertising
  
  Badrish Chandramouli, Jonathan Goldstein, Songyun Duan
  
  28th International Conference on Data Engineering (ICDE ’12) | April 2012
  
  Best Paper Award
  
  PDF PDF Project
- A Framework for Robust Discovery of Entity Synonyms
  
  Kaushik Chakrabarti, Surajit Chaudhuri, Tao Cheng
  
  SIGKDD | January 2012
  
  PDF Project Project
- A Statistical Approach Towards Robust Progress Estimation
  
  Arnd Christian König, Surajit Chaudhuri, Vivek Narasayya, Bolin Ding
  
  38th International Conference on Very Large Databases | January 2012
  
  PDF Project
- InfoGather: Entity Augmentation and Attribute Discovery By Holistic Matching with Web Tables
  
  Mohamed Yakout, Kris Ganjam, Kaushik Chakrabarti, Surajit Chaudhuri
  
  ACM SIGMOD Conference | January 2012
  
  PDF Project Project
- On The Security Of Querying Encrypted Data
  
  Arvind Arasu, Raghav Kaushik, Ravi Ramamurthy
  
  January 2012
  
  PDF
- Hashing Algorithms for Large-Scale Learning
  
  Ping Li, Anshumali Shrivastava, Joshua Moore, Arnd Christian König
  
  Twenty-Fifth Annual Conference on Neural Information Processing Systems (NIPS) | December 2011
  
  Twenty-Fifth Annual Conference on Neural Information Processing Systems (NIPS)
  
  PDF Project
- A Learning Framework for Self-Tuning Histograms
  
  Prateek Jain, Srivatsan Laxman, Arvind Arasu
  
  December 2011
  
  Preprint
- AutoAdmin Project at Microsoft Research: Lessons Learned
  
  Surajit Chaudhuri, Arnd Christian König, Arnd Christian König, Vivek Narasayya, Ravi Ramamurthy, Manoj Syamala, Nicolas Bruno (nicolasbruno)
  
  Bulletin of the IEEE Computer Society Technical Committee on Data Engineering | December 2011
  
  Publication Project
- b-Bit Minwise Hashing for Large-Scale Learning
  
  Ping Li, Anshumali Shrivastava, Joshua Moore, Arnd Christian König
  
  Big Learning 2011: NIPS 2011 Workshop on Algorithms, Systems, and Tools for Learning at Scale | December 2011
  
  Big Learning 2011: NIPS 2011 Workshop on Algorithms, Systems, and Tools for Learning at Scale
  
  PDF Project
- Mapping XML to a Wide Sparse Table
  
  Phil Bernstein, Liang Jeff Chen, Peter Carlin, Dimitrije Filipovic , Michael Rys, Nikita Shamgunov, James F. Terwilliger, Milos Todic, Sasa Tomasevic, Dragan Tomic
  
  IEEE Transactions on Knowledge and Data Engineering | December 2011, Vol 26(6)
  
  Publication Publication
- Rethinking Query Processing for Energy Efficiency: Slowing Down to Win the Race.
  
  Nicolas Bruno, Surajit Chaudhuri, Arnd Christian König, Vivek Narasayya, Ravi Ramamurthy, Manoj Syamala
  
  IEEE Data(base) Engineering Bulletin | November 2011, Vol 34: pp. 12-19
  
  PDF PDF PDF Publication Publication Publication
- Towards a Domain Independent Platform for Data Cleaning
  
  Arvind Arasu, Surajit Chaudhuri, Zhimin Chen, Kris Ganjam, Raghav Kaushik, Vivek Narasayya
  
  Data Engineering Bulletin | September 2011
  
  PDF PDF Project
- Improving Clustering by Learning a Bi-Stochastic Data Similarity Matrix
  
  Fei Wang, Ping Li, Arnd Christian König, Muting Wan
  
  Knowledge and Information Systems (KAIS) | August 2011
  
  PDF
- Online Visualization of Geospatial Stream Data using the WorldWide Telescope
  
  Mohamed Ali, Badrish Chandramouli, Jonathan Fay, Curtis Wong, Steven Drucker, Balan S. Raman
  
  International Conference on Very Large Databases (VLDB) | August 2011
  
  International Conference on Very Large Databases (VLDB)
  
  PDF Project
- Theory and Applications of b-Bit Minwise Hashing
  
  Ping Li, Arnd Christian König
  
  Communications of the ACM | August 2011
  
  PDF Publication Project
- iMecho: a context-aware desktop search system
  
  Jidong Chen, Hang Guo, Wentao Wu, Wei Wang
  
  Proceeding of the 34th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2011) | July 2011
  
  Publication Publication
- Improving Local Search Ranking through External Logs
  
  Klaus Berberich, Arnd Christian König, Dimitrios Lymberopoulos, Peixiang Zhao, ,
  
  34th Annual ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2011) | July 2011
  
  34th Annual ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2011)
  
  PDF Project
- Physically Independent Stream Merging
  
  Badrish Chandramouli, David Maier, Jonathan Goldstein
  
  MSR-TR-2011-82 | July 2011
  
  PDF Project
- Design and evaluation of main memory hash join algorithms for multi-core CPUs
  
  Spyros Blanas, Yinan Li, Jignesh M. Patel
  
  Proceedings of the ACM SIGMOD International Conference on Management of Data, SIGMOD 2011, Athens, Greece, June 12-16, 2011 | June 2011
  
  Publication
- StreamRec: A Real-Time Recommender System
  
  Badrish Chandramouli, Justin Levandoski, Ahmed Eldawy, Mohamed F. Mokbel
  
  ACM SIGMOD International Conference on Management of Data (SIGMOD 2011) | June 2011
  
  PDF Project
- Temporal Analytics on Big Data for Web Advertising
  
  Badrish Chandramouli, Jonathan Goldstein, Songyun Duan
  
  MSR-TR-2011-87 | June 2011
  
  PDF Project
- WHAM: a high-throughput sequence alignment method
  
  Yinan Li, Allison Terrell, Jignesh M. Patel
  
  Proceedings of the ACM SIGMOD International Conference on Management of Data, SIGMOD 2011, Athens, Greece, June 12-16, 2011 | June 2011
  
  Publication
- Efficient Document Clustering via Online Nonnegative Matrix Factorizations
  
  Fei Wang, Chenhao Tan, Arnd Christian König, Ping Li
  
  Eleventh SIAM International Conference on Data Mining | April 2011
  
  Eleventh SIAM International Conference on Data Mining
  
  PDF Project
- Accurate Latency Estimation in a Distributed Event Processing System
  
  Badrish Chandramouli, Jonathan Goldstein, Roger Barga, Mirek Riedewald, Ivo Santos,
  
  27th International Conference on Data Engineering (ICDE ’11) | April 2011
  
  27th International Conference on Data Engineering (ICDE '11)
  
  PDF Project
- Interval-Based Pruning for Top-k Processing over Compressed Lists
  
  Kaushik Chakrabarti, Surajit Chaudhuri, Venkatesh Ganti
  
  ICDE Conference | April 2011
  
  ICDE Conference
  
  PDF Project
- SEISA: Set Expansion by Iterative Similarity Aggregation
  
  Yeye He, Dong Xin
  
  Proceedings of International World Wide Web Conference (WWW) | April 2011
  
  PDF Project
- The Extensibility Framework in Microsoft StreamInsight
  
  Mohamed Ali, Badrish Chandramouli, Jonathan Goldstein, Roman Schindlauer
  
  27th International Conference on Data Engineering | April 2011
  
  PDF Project
- Dagstuhl Seminar on Robust Query Processing – Summary and Abstracts Collection
  
  Goetz Graefe, Harumi Anne Kuno, Arnd Christian König, Volker Markl, Kai-Uwe Sattler
  
  February 2011
  
  PDF Publication
- Fast Set Intersection in Memory
  
  Bolin Ding, Arnd Christian König
  
  37th International Conference on Very Large Databases (VLDB) | January 2011
  
  PDF Project
- Automatically Tagging Entities with Descriptive Phrases
  
  Kaushik Chakrabarti, Surajit Chaudhuri, Tao Cheng, Dong Xin
  
  WWW (Poster paper) | January 2011
  
  PDF Project
- Database Access Control & Privacy: Is There A Common Ground?
  
  Surajit Chaudhuri, Raghav Kaushik, Ravi Ramamurthy
  
  Conference on Innovative Database Research | January 2011
  
  Conference on Innovative Database Research
  
  PDF
- Hyder – A Transactional Record Manager for Shared Flash
  
  Phil Bernstein, Colin Reid, Sudipto Das
  
  CIDR | January 2011
  
  Best Paper Award
  
  PDF Project
- Location-aware Click Prediction in Mobile local Search
  
  Dimitrios Lymberopoulos, Peixiang Zhao, Arnd Christian König, Klaus Berberich, Jie Liu
  
  Conference in Information and Knoweledge Management (CIKM) | January 2011
  
  PDF
- On the Complexity of Privacy-Preserving Complex Event Processing
  
  Yeye He, Siddharth Barman, Di Wang, Jeffery Naughton
  
  Proceedings of the Principles of Database Systems (PODS) | January 2011
  
  Proceedings of the Principles of Database Systems (PODS)
  
  PDF
- Optimistic Concurrency Control by Melding Trees
  
  Phil Bernstein, Colin Reid, Ming Wu, Xinhao Yuan
  
  PVLDB | January 2011
  
  PDF
- Preventing Equivalence Attacks in Updated, Anonymized Data
  
  Yeye He, Siddharth Barman, Jeffrey Naughton
  
  Proceedings of International Conference on Data Engineering (ICDE) | January 2011
  
  PDF PDF
- Learning a Bi-Stochastic Data Similarity Matrix
  
  Fei Wang, Ping Li, Arnd Christian König, Arnd Christian König
  
  The 10th International Conference on Data Mining (ICDM) | December 2010
  
  PDF Project
- b-Bit Minwise Hashing for Estimating Three-Way Similarities
  
  Ping Li, Arnd Christian König, Wenhao Gui
  
  Twenty-Fourth Annual Conference on Neural Information Processing Systems (NIPS) | December 2010
  
  PDF Project
- Data Stream Management Systems for Computational Finance
  
  Badrish Chandramouli, Mohamed Ali, Jonathan Goldstein, Beysim Sezgin, Balan S. Raman
  
  IEEE Computer | December 2010
  
  PDF Project
- Real-Time Spatio-Temporal Analytics using Microsoft StreamInsight
  
  Badrish Chandramouli, Mohamed Ali, Balan S. Raman, Ed Katibah
  
  18th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems (GIS ’10), San Jose, California | November 2010
  
  PDF Project
- Data Stream Management Systems for Computational Finance
  
  Badrish Chandramouli, Mohamed Ali, Jonathan Goldstein, Beysim Sezgin, Balan S. Raman
  
  MSR-TR-2010-130 | September 2010
  
  PDF Project
- Object-Oriented Constraints for XML Schema
  
  Suad Alagic, Phil Bernstein, Ruchi Jairath
  
  ICOODB | September 2010
  
  PDF Publication Publication
- FD-Buffer: A Buffer Manager for Databases on Flash Disks
  
  Sai Tung On, Yinan Li, Bingsheng He, Ming Wu, Qiong Luo, Jianliang Xu
  
  MSR-TR-2010-121 | September 2010
  
  PDF
- Automated Co-evoluation of Conceptual Models, Physical Databases, and Mapings
  
  James Terwilliger, Phil Bernstein, Adi Unnithan
  
  Conceptual Modeling — ER 2010 | September 2010
  
  ISBN: 978-3-642-16372-2
  
  Publication
- High-Performance Dynamic Pattern Matching over Disordered Streams
  
  Badrish Chandramouli, Jonathan Goldstein, David Maier
  
  International Conference on Very Large Databases (VLDB), Singapore | September 2010
  
  PDF Project
- Tree Indexing on Solid State Drives
  
  Yinan Li, Bingsheng He, Jun Yang, Qiong Luo, Ke Yi
  
  PVLDB | September 2010
  
  PDF
- Accurate Latency Estimation in a Distributed Event Processing System
  
  Badrish Chandramouli, Jonathan Goldstein, Roger Barga, Mirek Riedewald, Ivo Santos,
  
  MSR-TR-2010-146 | July 2010
  
  PDF Project
- Variance Aware Optimization of Parameterized Queries
  
  Surajit Chaudhuri, Vivek Narasayya, Hongrae Lee
  
  ACM SIGMOD | June 2010
  
  ACM SIGMOD
  
  PDF Project Project
- Query Portals: Dynamically Generating Portals for Entity-Oriented Web Queries
  
  Sanjay Agrawal, Kaushik Chakrabarti, Surajit Chaudhuri, Venkatesh Ganti, Arnd Christian König, Arnd Christian König, Dong Xin
  
  International Conference on Management of Data (SIGMOD 2010) | June 2010
  
  International Conference on Management of Data (SIGMOD 2010)
  
  PDF Project Project
- An Extensible Test Framework for the Microsoft StreamInsight Query Processor
  
  Alex Raizman, Asvin Ananthanarayan, Anton Kirilov, Badrish Chandramouli, Mohamed Ali
  
  International Workshop on Testing Database Systems (DBTest 2010) colocated with SIGMOD 2010, Indianapolis, Indiana, USA | June 2010
  
  PDF Project
- On Active Learning of Record Matching Packages
  
  Arvind Arasu, Michaela Götz, Raghav Kaushik
  
  Proceedings of the ACM SIGMOD International Conference on Management of Data (SIGMOD) | June 2010
  
  PDF Project
- On Indexing Error-Tolerant Set Containment
  
  Parag Agrawal, Arvind Arasu, Raghav Kaushik
  
  Proceedings of the ACM SIGMOD International Conference on Management of Data (SIGMOD) | June 2010
  
  Proceedings of the ACM SIGMOD International Conference on Management of Data (SIGMOD)
  
  PDF Project
- Spatio-Temporal Stream Processing in Microsoft StreamInsight
  
  Mohamed Ali, Badrish Chandramouli, Balan Sethu Raman, Ed Katibah
  
  June 2010
  
  PDF Project
- b-Bit Minwise Hashing
  
  Ping Li, Arnd Christian König
  
  Nineteenth International World Wide Web Conference (WWW 2010) | April 2010
  
  PDF Project
- Interactive Physical Design Tuning
  
  Nicolas Bruno, Surajit Chaudhuri
  
  ICDE | April 2010
  
  Publication Access
- Estimating the Compression Fraction of an Index Using Sampling
  
  Vivek Narasayya, Ravi Ramamurthy, Raghav Kaushik, Stratos Idreos
  
  International Conference on Data Engineering (ICDE) | March 2010
  
  International Conference on Data Engineering (ICDE)
  
  PDF Project
- k-symmetry model for identity anonymization in social networks
  
  Wentao Wu, Yanghua Xiao, Wei Wang, Zhenying He, Zhihui Wang
  
  EDBT 2010, 13th International Conference on Extending Database Technology (EDBT 2010) | March 2010
  
  Publication Publication
- Rule Profiling for Query Optimizers and their Implications
  
  Surajit Chaudhuri, Leo Giakoumakis, Vivek Narasayya, Ravi Ramamurthy
  
  International Conference of Data Engineering (ICDE) | March 2010
  
  PDF Project
- Workload Driven Index Defragmentation
  
  Vivek Narasayya, Manoj Syamala
  
  International Conference on Data Engineering (ICDE) | March 2010
  
  PDF Project
- Precomputing Search Features for Fast and Accurate Query Classification
  
  Arnd Christian König, Arnd Christian König, Venkatesh Ganti, Xiao Li, Venky Ganti
  
  Third ACM International Conference on Web Search and Data Mining (WSDM 2010) | February 2010
  
  Third ACM International Conference on Web Search and Data Mining (WSDM 2010)
  
  PDF Project
- Implementing an Append-Only Interface for Semiconductor Storage
  
  Colin Reid, Phil Bernstein
  
  IEEE Data Eng. Bull. | January 2010, Vol 33: pp. 14-20
  
  PDF
- Keyword++: A Framework to Improve Keyword Search Over Entity Databases
  
  Venkatesh Ganti, Yeye He, Dong Xin
  
  Proceedings of International Conference on Very Large Databases (VLDB) | January 2010
  
  PDF Project
- Reverse Engineering Models from Databases to Bootstrap Application Development
  
  Ankit Malpani, Phil Bernstein, Sergey Melnik, James Terwilliger
  
  International Conference on Data Engineering | January 2010
  
  PDF Project
- Worry-Free Database Upgrades: Automated Model-Driven Evolution of Schemas and Complex Mappings
  
  James Terwilliger, Phil Bernstein, Adi Unnithan
  
  January 2010
  
  PDF Project
- Personalization as a service: the architecture and a case study
  
  Hang Guo, Jidong Chen, Wentao Wu, Wei Wang
  
  Proceedings of the First International CIKM Workshop on Cloud Data Management (CloudDb 2009) | November 2009
  
  Publication Publication
- iMecho: an associative memory based desktop search system
  
  Jidong Chen, Hang Guo, Wentao Wu, Wei Wang
  
  Proceedings of the 18th ACM Conference on Information and Knowledge Management (CIKM 2009) | November 2009
  
  Publication Publication
- HAMSTER: Using Search Clicklogs for Schema and Taxonomy Matching
  
  Arnab Nandi, Phil Bernstein
  
  Proceedings of VLDB 2009 | August 2009
  
  PDF Project
- Learning String Transformations from Examples
  
  Arvind Arasu, Surajit Chaudhuri, Raghav Kaushik
  
  VLDB | August 2009
  
  PDF Project
- Microsoft CEP Server and Online Behavioral Targeting
  
  Mohamed Ali, Ciprian Gerea, Beysim Sezgin, Tiho Tarnavski, Tomer Verona, Ping Wang, Peter Zabback, Anton Kirilov, Asvin Ananthanarayan, Ming Lu, Alex Raizman, Ramkumar Krishnan, Roman Schindlauer, Torsten Grabs, Sharon Bjeletich, Badrish Chandramouli, Jonathan Goldstein, Sudin Bhat, Ying Li, Vincenzo Di Nicola, Xianfang Wang, David Maier, Ivo Santos, Olivier Nano, Stephan Grell, Balan S. Raman
  
  International Conference on Very Large Data Bases (VLDB), Lyon, France | August 2009
  
  PDF Project
- On-The-Fly Progress Detection In Iterative Stream Queries
  
  Badrish Chandramouli, Jonathan Goldstein, David Maier
  
  International Conference on Very Large Databases (VLDB), Lyon, France | August 2009
  
  International Conference on Very Large Databases (VLDB), Lyon, France
  
  PDF Project
- Who Talks to Whom: Modeling Latent Structures in Dialogue Documents
  
  Bailu Ding, Jiang-Ming Yang, Chong Wang, Rui Cai, Zhiwei Li (李志伟), Lei Zhang
  
  NIPS Workshop on Applications for Topic Models: Text and Beyond | July 2009
  
  Publication
- Click-Through Prediction for News Queries
  
  Arnd Christian König, Michael Gamon, Qiang Wu
  
  32nd Annual ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2009) | July 2009
  
  PDF Project
- A Framework for Testing Query Transformation Rules
  
  Vivek Narasayya, Ravi Ramamurthy, Hicham Elmongui
  
  June 2009
  
  PDF
- Search your memory ! – an associative memory based desktop search system
  
  Jidong Chen, Hang Guo, Wentao Wu, Chunxin Xie
  
  Proceedings of the ACM SIGMOD International Conference on Management of Data (SIGMOD 2009) | June 2009
  
  ISBN: 978-1-60558-551-2
  
  Publication Publication
- A Declarative Entity Representation Framework
  
  Arvind Arasu, Raghav Kaushik
  
  Proceedings of the ACM SIGMOD International Conference on Management of Data (SIGMOD) | June 2009
  
  PDF Project
- Extending Autocompletion to Tolerate Errors
  
  Surajit Chaudhuri, Raghav Kaushik
  
  ACM SIGMOD | June 2009
  
  PDF Project
- Interactive Plan Hints for Query Optimization
  
  Nicolas Bruno, Surajit Chaudhuri, Ravi Ramamurthy
  
  SIGMOD | June 2009
  
  Publication Project
- Navigation Patterns from and to Social Media
  
  Michael Gamon, Arnd Christian König
  
  3rd AAAI Conference on Weblogs and Social Media (ICWSM 2009) | May 2009
  
  PDF Project
- A Static Analysis Framework for Database Applications
  
  Vivek Narasayya, Manoj Syamala, Arjun Dasgupta
  
  International Conference on Data Engineering (ICDE) | April 2009
  
  PDF Project
- Exploiting Web Search Engines to Search Structured Information
  
  Sanjay Agrawal, Surajit Chaudhuri, Kaushik Chakrabarti, Venkatesh Ganti, Dong Xin, Arnd Christian König, Arnd Christian König, Venky Ganti
  
  18th International World Wide Web Conference (WWW 2009) | April 2009
  
  PDF Project Project
- Query Portals: Dynamically Generating Portals for Web
  
  Sanjay Agrawal, Kaushik Chakrabarti, Surajit Chaudhuri, Venky Ganti, Arnd Christian König, Dong Xin
  
  18th International World Wide Web Conference (WWW 2009) | April 2009
  
  18th International World Wide Web Conference (WWW 2009)
  
  PDF Project Project
- A Data Structure for Sponsored Search
  
  Arnd Christian König, Ken Church, Martin Markov
  
  24th International Conference on Data Engineering (ICDE) | March 2009
  
  PDF Project
- Large-Scale Deduplication with Constraints using Dedupalog
  
  Arvind Arasu, Christopher Re, Dan Suciu
  
  Proceedings of the 25th International Conference on Data Engineering, ICDE 2009 | March 2009
  
  PDF Project
- Efficiently indexing shortest paths by exploiting symmetry in graphs
  
  Yanghua Xiao, Wentao Wu, Jian Pei, Wei Wang, Zhenying He
  
  12th International Conference on Extending Database Technology (EDBT 2009) | March 2009
  
  Publication
- Tree Indexing on Flash Disks
  
  Yinan Li, Bingsheng He, Qiong Luo, Ke Yi
  
  Proceedings of the 25th International Conference on Data Engineering, ICDE 2009, March 29 2009 – April 2 2009, Shanghai, China | March 2009
  
  Publication
- Anonymization of Set Valued Data via Top Down, Local Generalization
  
  Yeye He, Jeffrey Naughton
  
  Proceedings of International Conference on Very Large Database (VLDB) | January 2009
  
  PDF
- Power Hints for Query Optimization
  
  Nicolas Bruno, Surajit Chaudhuri, Ravi Ramamurthy
  
  Proceedings of the International Conference on Data Engineering (ICDE) | January 2009
  
  Publication Project Project
- An Object-oriented Core for XML Schema
  
  Suad Alagic, Phil Bernstein
  
  MSR-TR-2008-182 | December 2008
  
  Revised May 2009
  
  PDF
- Mapping XSD to OO Schemas
  
  Suad Alagic, Phil Bernstein
  
  MSR-TR-2008-183 | December 2008
  
  PDF
- Structure-based graph distance measures of high degree of precision
  
  Yanghua Xiao, Hua Dong, Wentao Wu, Momiao Xiong, Wei Wang, Baile Shi
  
  Pattern Recognition (PR) | December 2008, Vol 41: pp. 3547-3561
  
  Publication Publication
- Provenance Algebra and Materialized View-based Provenance Management
  
  Satya S. Sahoo, Roger S. Barga, Jonathan Goldstein, Amit P. Sheth
  
  MSR-TR-2008-170 | November 2008
  
  PDF
- Entity Categorization over Large Document Collections
  
  Venky Ganti, Arnd Christian König, Rares Vernica
  
  14th ACM International Conference on Knowledge Discovery and Data Mining (SIGKDD 2008) | August 2008
  
  PDF Project
- A Pay-As-You-Go Framework for Query Execution Feedback
  
  Surajit Chaudhuri, Vivek Narasayya, Ravi Ramamurthy
  
  VLDB | August 2008
  
  PDF Project Project
- An Efficient Filter for Approximate Membership Checking
  
  Kaushik Chakrabarti, Surajit Chaudhuri, Venkatesh Ganti, Dong Xin
  
  Proceedings of the ACM SIGMOD International Conference on Management of Data (SIGMOD 2008) | June 2008
  
  PDF Project
- Incorporating String Transformations in Record Matching
  
  Arvind Arasu, Surajit Chaudhuri, Kris Ganjam, Raghav Kaushik
  
  SIGMOD | June 2008
  
  PDF Publication Project
- ProSem: Scalable Wide-Area Publish/Subscribe
  
  Badrish Chandramouli, Jun Yang, Pankaj K. Agarwal, Albert Yu, Ying Zheng
  
  2008 ACM SIGMOD International Conference on Management of Data (SIGMOD ’08) | June 2008
  
  PDF
- Transformation-based Framework for Record Matching
  
  Arvind Arasu, Surajit Chaudhuri, Raghav Kaushik
  
  Proceedings of the 24th International Conference on Data Engineering, ICDE 2008 | June 2008
  
  PDF Project
- Symmetry-based structure entropy of complex networks
  
  Yanghua Xiao, Wentao Wu, Hui Wang, Momiao Xiong, Wei Wang
  
  Physica A: Statistical Mechanics and its Applications | April 2008, Vol 387: pp. 2611-2619
  
  Publication Publication
- BLEWS: Using Blogs to Provide Context for News Articles
  
  Michael Gamon, Sumit Basu, Dmitriy Belenko, Danyel Fisher, Matthew Hurst, Arnd Christian König
  
  2nd AAAI Conference on Weblogs and Social Media (ICWSM 2008) | April 2008
  
  PDF Publication Project
- Diagnosing Estimation Errors in Page Counts using Execution Feedback
  
  Surajit Chaudhuri, Vivek Narasayya, Ravi Ramamurthy
  
  24th International Conference on Data Engineering | April 2008
  
  24th International Conference on Data Engineering
  
  PDF
- Efficient Algorithms for Node Disjoint Subgraph Homeomorphism Determination
  
  Yanghua Xiao, Wentao Wu, Wei Wang, Zhenying He
  
  13th International Conference on Database Systems for Advanced Applications (DASFAA 2008) | March 2008
  
  Publication Publication
- Constrained Physical Design Tuning
  
  Surajit Chaudhuri, Nicolas Bruno
  
  Proceedings of the International Conference on Very Large Databases (VLDB) | January 2008
  
  Publication Project
- Scalable Adhoc Entity Extraction from Text Collections
  
  Sanjay Agrawal, Kaushik Chakrabarti, Surajit Chaudhuri, Venky Ganti
  
  VLDB Conference | January 2008
  
  VLDB Conference
  
  PDF Project
- Consistency Sensitive Operators in CEDR
  
  Jonathan Goldstein, Mingsheng Hong, Mohamed Ali,
  
  MSR-TR-2007-158 | December 2007
  
  PDF Project
- Bridging the Application and DBMS Profiling Divide for Database Application Developers
  
  Surajit Chaudhuri, Vivek Narasayya, Manoj Syamala
  
  VLDB | September 2007
  
  VLDB
  
  PDF Project
- Self-Tuning Database Systems: A Decade of Progress
  
  Surajit Chaudhuri, Vivek Narasayya
  
  VLDB | September 2007
  
  PDF Project
- Heavy-Tailed Distributions and Multi-Keyword Queries
  
  Surajit Chaudhuri, Kenneth Church, Liying Sui, Arnd Christian König, Arnd Christian König, Ken Church
  
  30th ACM SIGIR International Conference on Research & Developement on Information Retreival | July 2007
  
  PDF Project
- EaseDB: a cache-oblivious in-memory query processor
  
  Bingsheng He, Yinan Li, Qiong Luo, Dongqing Yang
  
  Proceedings of the ACM SIGMOD International Conference on Management of Data, Beijing, China, June 12-14, 2007 | June 2007
  
  Proceedings of the ACM SIGMOD International Conference on Management of Data, Beijing, China, June 12-14, 2007
  
  Publication
- Fine Grained Authorization Through Predicated Grants
  
  Surajit Chaudhuri, Tanmoy Dutta, S Sudarshan
  
  IEEE International Conference on Data Engineering | April 2007
  
  IEEE International Conference on Data Engineering
  
  PDF
- Translating Schemas and Data Between Metamodels
  
  Peter Mork, Philip A. Bernstein, Sergey Melnik, Phil Bernstein
  
  MSR-TR-2007-36 | April 2007
  
  PDF Project
- An Online Approach to Physical Design Tuning
  
  Surajit Chaudhuri, Nicolas Bruno
  
  Proceedings of the International Conference on Data Engineering (ICDE) | January 2007
  
  Publication Project
- Consistent Streaming Through Time: A Vision for Event Stream Processing
  
  Roger Barga, Jonathan Goldstein, Mohamed Ali, Mingsheng Hong,
  
  3rd Biennial Conference on Innovative Data Systems Research (CIDR 2007) | January 2007
  
  PDF Project
- Example Driven Design of Efficient Record Matching Queries
  
  Surajit Chaudhuri, Bee Chung Chen, Venky Ganti, Raghav Kaushik
  
  VLDB | January 2007
  
  PDF Project
- Leveraging Aggregate Constraints for Deduplication
  
  Surajit Chaudhuri, Anish Das Sarma, Venky Ganti, Raghav Kaushik
  
  SIGMOD | January 2007
  
  PDF Project
- Online autoadmin: (physical design tuning)
  
  Nicolas Bruno, Surajit Chaudhuri
  
  SIGMOD | January 2007
  
  Publication
- Physical design refinement: The merge-reduce approach
  
  Nicolas Bruno, Surajit Chaudhuri
  
  Transactions on Database Systems | January 2007
  
  Publication
- Stop-and-Restart Style Execution for Long Running Decision Support Queries
  
  Surajit Chaudhuri, Raghav Kaushik, Abhijit Pol, Ravi Ramamurthy
  
  VLDB | January 2007
  
  PDF
- An Online Bibliography on Schema Evolution
  
  Erhard Rahm, Phil Bernstein
  
  MSR-TR-2006-141 | October 2006
  
  Document PDF Project
- Efficient Exact Set-Similarity Joins
  
  Arvind Arasu, Venky Ganti, Raghav Kaushik
  
  Proceedings of the 32nd International Conference on Very Large Data Bases, VLDB 2006 | August 2006
  
  Proceedings of the 32nd International Conference on Very Large Data Bases, VLDB 2006
  
  PDF Project
- Relaxed Currency Serializability for Middle-Tier Caching and Replication (extended version)
  
  Phil Bernstein, Alan Fekete, Hongfei Guo, Raghu Ramakrishnan, Pradeep Tamma
  
  MSR-TR-2006-34 | June 2006
  
  PDF Document
- Automating Physical Database Design: Workload as a Sequence
  
  Sanjay Agrawal, Eric Chu, Vivek Narasayya
  
  SIGMOD | June 2006
  
  PDF Project
- The CQL Continuous Query Language: Semantic Foundations and Query Execution
  
  Arvind Arasu, Shivnath Babu, Jennifer Widom
  
  VLDB Journal | June 2006
  
  PDF
- A Primitive Operator for Similarity Joins in Data Cleaning
  
  Surajit Chaudhuri, Venky Ganti, Raghav Kaushik
  
  ICDE | January 2006
  
  PDF
- AutoAdmin: Self-Tuning Database Systems Technology
  
  Sanjay Agrawal, Nicolas Bruno, Surajit Chaudhuri, Vivek Narasayya
  
  Data Engineering Bulletin | January 2006
  
  Publication Project
- Generating Queries with Cardinality Constraints for DBMS Testing
  
  Nicolas Bruno, Surajit Chaudhuri, Dilys Thomas
  
  Transactions on Knowledge and Data Engineering | January 2006
  
  Publication Project
- Reducing the Human Overhead in Text Categorization
  
  Arnd Christian König, Eric Brill
  
  Proceedings of KDD 2006 | January 2006
  
  PDF Project
- Robust Cardinality and Cost Estimation for Skyline Operator
  
  Surajit Chaudhuri, Nilesh Dalvi, Raghav Kaushik
  
  ICDE | January 2006
  
  PDF Project
- Scalable Exploration of Physical Database Design
  
  Arnd Christian König, Shubha U. Nabar
  
  22nd International Conference on Data Engineering | January 2006
  
  PDF Project
- To Tune or not to Tune? A Lightweight Physical Design Alerter
  
  Surajit Chaudhuri, Nicolas Bruno
  
  Proceedings of the International Conference on Very Large Databases (VLDB) | January 2006
  
  Publication Project
- Data Cleaning in Microsoft SQL Server 2005
  
  Surajit Chaudhuri, Kris Ganjam, Rahul Kapoor, Vivek Narasayya, Theo Vassilakis
  
  SIGMOD | June 2005
  
  PDF Project
- Efficient Computation of Multiple Group-By Queries
  
  Vivek Narasayya, Zhimin Chen
  
  SIGMOD | June 2005
  
  PDF Project
- Partially Materialized Views
  
  Jingren Zhou, Paul Larson, Jonathan Goldstein
  
  MSR-TR-2005-77 | June 2005
  
  PDF
- Redundant Bit Vectors for Quickly Searching High-Dimensional Regions
  
  Jonathan Goldstein, John Platt, Chris J.C. Burges
  
  May 2005
  
  PDF Publication
- Automatic Physical Database Tuning: A Relaxation-based Approach
  
  Nicolas Bruno, Surajit Chaudhuri
  
  Proceedings of the ACM International Conference on Management of Data (SIGMOD) | January 2005
  
  Publication Project
- Flexible Database Generators
  
  Nicolas Bruno, Surajit Chaudhuri
  
  January 2005
  
  Publication Project
- When Can we Trust Progress Estimators for SQL Queries?
  
  Surajit Chaudhuri, Raghav Kaushik, Ravishankar Ramamurthy, Ravi Ramamurthy
  
  SIGMOD | January 2005
  
  PDF
- Database Tuning Advisor for Microsoft SQL Server 2005
  
  Sanjay Agrawal, Surajit Chaudhuri, Lubor Kollar, Arun Marathe, Vivek Narasayya, Manoj Syamala
  
  VLDB | August 2004
  
  PDF Project
- Resource Sharing in Continuous Sliding-Window Aggregates
  
  Arvind Arasu, Jennifer Widom
  
  Proceedings of the 30th International Conference on Very Large Data Bases (VLDB 2004) | August 2004
  
  PDF
- Approximate Counts and Quantiles over Sliding Windows
  
  Gurmeet Singh Manku, Arvind Arasu
  
  Proceedings of the 23rd ACM SIGACT-SIGMOD-SIGART Symposium on Principles of Database Systems, PODS 2004 | June 2004
  
  PDF
- A Semantics for Model Management Operators
  
  Sergey Melnik, Philip A. Bernstein, Alon Halevy, Erhard Rahm, Phil Bernstein
  
  MSR-TR-2004-59 | June 2004
  
  PDF Project
- Estimating Progress of Execution for SQL Queries
  
  Surajit Chaudhuri, Vivek Narasayya, Ravi Ramamurthy
  
  SIGMOD | June 2004
  
  PDF Project
- Integrating Vertical and Horizontal Partitioning into Automated Physical Database Design
  
  Sanjay Agrawal, Vivek Narasayya, Beverly Yang
  
  SIGMOD | June 2004
  
  PDF Project
- Characterizing memory requirements for queries over continuous data streams
  
  Arvind Arasu, Brian Babcock, Shivnath Babu, Jon McAlister, Jennifer Widom
  
  ACM Transactions on Database Systems (TODS) | March 2004
  
  PDF
- SQLCM: A Contiuous Monitoring Framework for Relational Database Engines
  
  Surajit Chaudhuri, Arnd Christian König, Vivek Narasayya
  
  20th International Conference on Data Engineering | March 2004
  
  20th International Conference on Data Engineering
  
  PDF Publication Project
- Automatic Categorization of Query Results
  
  Kaushik Chakrabarti, Surajit Chaudhuri, Seung-won Hwang
  
  ACM SIGMOD Conference | January 2004
  
  PDF Project Project
- Conditional Selectivity for Statistics on Query Expressions
  
  Nicolas Bruno, Surajit Chaudhuri
  
  SIGMOD | January 2004
  
  Publication Project Project
- Challenges in Precisely Aligning Models of Human Anatomy Using Generic Schema Matching
  
  Peter Mork, Rachel A. Pottinger, Phil Bernstein
  
  MSR-TR-2003-76 | September 2003
  
  PDF Project
- Primitives for Workload Summarization and Implications for SQL
  
  Surajit Chaudhuri, Prasanna Ganesan, Vivek Narasayya
  
  VLDB | September 2003
  
  VLDB
  
  PDF Project
- Extracting structured data from Web pages
  
  Arvind Arasu, Hector Garcia-Molina
  
  Proceedings of the 2003 ACM SIGMOD International Conference on Management of Data | June 2003
  
  PDF
- The Lowell Database Research Self Assessment
  
  Stan Zdonik, Jennifer Widom, Gerhard Weikum, Jeff Ullman, Rick Snodgrass, Mike Stonebraker, Avi Silberschatz, Timos Sellis, Hans Schek, Jeff Naughton, David Maier, Serge Abiteboul, Rakesh Agrawal, Phil Bernstein, Mike Carey, Stefano Ceri, Bruce Croft, David DeWitt, Mike Franklin, Hector Garcia Molina, Dieter Gawlick, Jim Gray, Laura Haas, Alon Halevy, Joe Hellerstein, Yannis Ioannidis, Martin Kersten, Michael Pazzani, Mike Lesk
  
  MSR-TR-2003-69 | June 2003
  
  PDF Document Publication
- Databases and IR: Perspectives of a SQL Guy
  
  Surajit Chaudhuri
  
  NSF Information and Data Management PI Workshop | January 2003
  
  PDF
- On Relational Support for XML Publishing: Beyond Sorting and Tagging
  
  Surajit Chaudhuri, Raghav Kaushik, Jeffrey F. Naughton
  
  SIGMOD | January 2003
  
  SIGMOD
  
  PDF
- Robust and Efficient Fuzzy Match for Online Data Cleaning
  
  Surajit Chaudhuri, Kris Ganjam, Venky Ganti, Rajeev Motwani
  
  January 2003
  
  PDF Project
- Reliability in Single Domain vs. Multi Domain Optical Mesh Networks
  
  A. A. Akyamac, Sudipta Sengupta, Surajit Chaudhuri
  
  National Fiber Optic Engineers Conference (NFOEC) 2002, Dallas (USA) | October 2002
  
  Publication
- DBXplorer: Enabling Keyword Search over Relational Databases
  
  Sanjay Agrawal, Surajit Chaudhuri, Gautam Das
  
  ACM SIGMOD 2002 | June 2002
  
  ISBN: 1-58113-497-5
  
  Publication Publication Project
- Compressing SQL Workloads
  
  Surajit Chaudhuri, Vivek Narasayya
  
  SIGMOD | June 2002
  
  PDF Project
- Analysis of Enhanced OSPF for Routing Lightpaths in Optical Mesh Networks
  
  Sudipta Sengupta, D. Saha, Surajit Chaudhuri
  
  IEEE International Conference on Communications (ICC) 2002, New York (USA) | April 2002
  
  ISBN: 0-7803-7400-2
  
  Publication Publication
- A Framework for the Physical Design Problem for Data Synopses
  
  Arnd Christian König, Arnd Christian Konig, Gerhard Weikum
  
  EDBT 2002 – Advances in Database Technology | January 2002
  
  PDF
- Efficient Evaluation of Queries with Mining Predicates
  
  Surajit Chaudhuri, Sunita Sarawagi, Vivek Narasayya
  
  Proceedings of 18th International Conference on Data Engineering | January 2002
  
  PDF Project
- Generic Schema Matching With Cupid
  
  Jayant Madhavan, Phil Bernstein, Erhard Rahm
  
  MSR-TR-2001-58 | August 2001
  
  PDF Publication Project
- A Robust, Optimization-Based Approach for Approximate Answering of Aggregate Queries
  
  Surajit Chaudhuri, Gautam Das, Vivek Narasayya
  
  MSR-TR-2001-37 | May 2001
  
  Technical Report UU-CS-2001-35, Departement of Computer Science, Universiteit Utrecht
  
  Document PDF Project
- Overcoming Limitations of Sampling for Aggregation Queries
  
  Mayur Datar, Rajeev Motwani, Vivek Narasayya, Gautam Das, Surajit Chaudhuri
  
  17th International Conference on Data Engineering | April 2001
  
  PDF
- Comparison of Centralized and Distributed Provisioning of Lightpaths in Mesh Restored Optical Networks
  
  Ravi Ramamurthy, Sudipta Sengupta, Surajit Chaudhuri
  
  Optical Fiber Communication (OFC) Conference, Anaheim (USA) | March 2001
  
  Publication Publication
- STHoles: A Multidimensional Workload-Aware Histogram
  
  Nicolas Bruno, Surajit Chaudhuri, Luis Gravano
  
  MSR-TR-2001-36 | March 2001
  
  Published by Microsoft
  
  Publication Project Project
- On Matching Schemas Automatically
  
  Erhard Rahm, Phil Bernstein
  
  MSR-TR-2001-17 | February 2001
  
  PDF Project
- Capacity Performance of Dynamic Provisioning in Optical Networks
  
  Ravi Ramamurthy, Z. Bogdanowicz, S. Samieian, D. Saha, B. Rajagopalan, Sudipta Sengupta, Surajit Chaudhuri, K. Bala
  
  Invited paper, IEEE/OSA Journal of Lightwave Technology | January 2001, Vol 19(1): pp. 40-48
  
  Publication Publication
- Automated Selection of Materialized Views and Indexes for SQL Databases.
  
  Sanjay Agrawal, Surajit Chaudhuri, Vivek Narasayya
  
  VLDB | September 2000
  
  VLDB
  
  PDF Project
- A Vision for Management of Complex Models
  
  Phil Bernstein, Alon Y. Levy, Rachel A. Pottinger
  
  MSR-TR-2000-53 | June 2000
  
  PDF
- Automating Statistics Management for Query Optimizers
  
  Surajit Chaudhuri, Vivek Narasayya
  
  16th International Conference on Data Engineering | March 2000
  
  16th International Conference on Data Engineering
  
  PDF Project
- Integration of Data Mining and Relational Databases
  
  Amir Netz, Jeff Bernhardt, Usama Fayyad, Surajit Chaudhuri
  
  Proceedings of the 26th International Conference on Very Large Databases | January 2000
  
  Proceedings of the 26th International Conference on Very Large Databases
  
  PDF Project
- Accurate Query Optimization by Sub-plan Memoization
  
  Ashraf Aboulnaga, Surajit Chaudhuri
  
  MSR-TR-1999-102 | December 1999
  
  Document PDF Project
- On Random Sampling over Joins
  
  Surajit Chaudhuri, Rajeev Motwani, Vivek Narasayya
  
  SIGMOD | June 1999
  
  PDF Project
- Index Merging
  
  Surajit Chaudhuri, Vivek Narasayya
  
  15th International Conference on Data Engineering | April 1999
  
  PDF Project
- Microsoft Repository Version 2 and The Open Information Model
  
  Phil Bernstein, Thomas Bergstraesser, Jason Carlson, Shankar Pal, Paul Sanders, David Shutt
  
  Information Systems | April 1999, Vol 24(2): pp. 71-98
  
  Publication Publication
- Towards Self-Tuning Memory Management for Data Servers
  
  Gerhard Weikum, Arnd Christian König, Arnd Christian König, Achim Kraiss, Marcus Sinnwell
  
  Data Engineering Bulletin | January 1999, Vol 22(2)
  
  PDF
- The Asilomar Report on Database Research
  
  Phil Bernstein, et al
  
  MSR-TR-98-57 | September 1998
  
  Document
- AutoAdmin “What-If” Index Analysis Utility
  
  Surajit Chaudhuri, Vivek Narasayya
  
  SIGMOD | June 1998
  
  Publication Publication Project
- Random Sampling for Histogram Construction: How Much is Enough?
  
  Surajit Chaudhuri, Rajeev Motwani, Vivek Narasayya
  
  SIGMOD | June 1998
  
  Publication Publication Project Project
- An Overview of Query Optimization in Relational Systems (paper)
  
  Surajit Chaudhuri
  
  January 1998
  
  Published by Association for Computing Machinery, Inc., January 1998 | Proceedings of 1998 ACM PODS edition edition
  
  Proceedings of 1998 ACM PODS
  
  PDF Project
- An Overview of Query Optimization in Relational Systems (slides)
  
  Surajit Chaudhuri
  
  Proceedings of 1998 ACM PODS | January 1998
  
  PDF Project
- On the Efficient Gathering of Sufficient Statistics for Classification from Large SQL Databases
  
  Goetz Graefe, Usama Fayyad, Surajit Chaudhuri
  
  Proceedings of the Fourth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining | January 1998
  
  Proceedings of the Fourth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining
  
  PDF Project
- The Microsoft Database Research Group
  
  Surajit Chaudhuri, Per-Ake Larson, Vivek Narasayya, David Lomet, , Paul Larson
  
  January 1998
  
  Publication
- An Efficient, Cost-Driven Index Selection Tool for Microsoft SQL Server
  
  Surajit Chaudhuri, Vivek Narasayya
  
  VLDB | August 1997
  
  PDF Project
- The Microsoft Repository
  
  Phil Bernstein, Brian Harry, Paul Sanders, David Shutt, Jason Zander
  
  VLDB 1997 | August 1997
  
  Publication
- An Overview of Data Warehousing and OLAP Technology
  
  Surajit Chaudhuri, Umeshwar Dayal
  
  Sigmod Record | March 1997
  
  PDF
- A Critique of ANSI SQL Isolation Levels
  
  Hal Berenson, Phil Bernstein, Jim Gray, Jim Melton, Elizabeth O'Neil, Patrick O'Neil
  
  MSR-TR-95-51 | June 1995
  
  PDF Document Publication
- Fast Maintenance of Integrity Assertions Using Redundant Aggregate Data
  
  Phil Bernstein, Barbara T. Blaustein, Edmond M. Clarke
  
  International Conference on Very Large Data Bases | September 1980
  
  Publication
- Timestamp-Based Algorithms for Concurrency Control in Distributed Database Systems
  
  Phil Bernstein, Nathan Goodman
  
  International Conference on Very Large Data Bases | September 1980
  
  Publication
- What Does Boyce-Codd Normal Form Do
  
  Phil Bernstein, Nathan Goodman
  
  International Conference on Very Large Data Bases | September 1980
  
  Publication
- A Sophisticate’s Introduction to Database Normalization Theory
  
  Catriel Beeri, Phil Bernstein, Nathan Goodman
  
  International Conference on Very Large Data Bases | September 1978
  
  Publication

- Automated Selection of Materialized Views and Indexes for SQL Databases.
  
  Sanjay Agrawal, Surajit Chaudhuri, Vivek Narasayya
  
  VLDB | September 2000
  
  VLDB
  
  PDF Project
- Microsoft Repository Version 2 and The Open Information Model
  
  Phil Bernstein, Thomas Bergstraesser, Jason Carlson, Shankar Pal, Paul Sanders, David Shutt
  
  Information Systems | April 1999, Vol 24(2): pp. 71-98
  
  Publication Publication
- Towards Self-Tuning Memory Management for Data Servers
  
  Gerhard Weikum, Arnd Christian König, Arnd Christian König, Achim Kraiss, Marcus Sinnwell
  
  Data Engineering Bulletin | January 1999, Vol 22(2)
  
  PDF
- The Asilomar Report on Database Research
  
  Phil Bernstein, et al
  
  MSR-TR-98-57 | September 1998
  
  Document
- The Microsoft Repository
  
  Phil Bernstein, Brian Harry, Paul Sanders, David Shutt, Jason Zander
  
  VLDB 1997 | August 1997
  
  Publication
- An Efficient, Cost-Driven Index Selection Tool for Microsoft SQL Server
  
  Surajit Chaudhuri, Vivek Narasayya
  
  VLDB | August 1997
  
  PDF Project
- Fast Maintenance of Integrity Assertions Using Redundant Aggregate Data
  
  Phil Bernstein, Barbara T. Blaustein, Edmond M. Clarke
  
  International Conference on Very Large Data Bases | September 1980
  
  Publication
- What Does Boyce-Codd Normal Form Do
  
  Phil Bernstein, Nathan Goodman
  
  International Conference on Very Large Data Bases | September 1980
  
  Publication
- Timestamp-Based Algorithms for Concurrency Control in Distributed Database Systems
  
  Phil Bernstein, Nathan Goodman
  
  International Conference on Very Large Data Bases | September 1980
  
  Publication
- A Sophisticate’s Introduction to Database Normalization Theory
  
  Catriel Beeri, Phil Bernstein, Nathan Goodman
  
  International Conference on Very Large Data Bases | September 1978
  
  Publication
- Auto-Relate: A Unified Approach to Discovering Reliable Functional Relationships Leveraging Statistical Tests
  
  Ziyan Han, Yeye He, Shuyuan Kang, Min Xie, Weiwei Cui, Song Ge, Haidong Zhang, Dongmei Zhang, Surajit Chaudhuri, Rui Mao, Jianbin Qin
  
  June 2026
  
  arXiv | June 2026
  
  Publication
- Understanding and Detecting Query Performance Regression in Practical Index Tuning
  
  Wentao Wu, Anshuman Dutt, Gaoxiang Xu, Vivek Narasayya, Surajit Chaudhuri
  
  Proceedings of the ACM on Management of Data (SIGMOD 2026) | December 2025, Vol 3(6)
  
  Publication
- Esc: An Early-stopping Checker for Budget-aware Index Tuning (Extended Version)
  
  Xiaoying Wang, Wentao Wu, Vivek Narasayya, Surajit Chaudhuri
  
  Proceedings of the VLDB Endowment (VLDB 2025) | August 2025
  
  Publication
- Scaling GPU-Accelerated Databases Beyond GPU Memory Size
  
  Yinan Li, Bailu Ding, Ziyun Wei, Lukas M. Maas, Momin Al-Ghosien, Spyros Blanas, Nicolas Bruno, Carlo Curino, Matteo Interlandi, Craig Peeper, Kaushik Rajan, Surajit Chaudhuri, Johannes Gehrke
  
  Proc. VLDB Endow. | June 2025, Vol 18: pp. 4518-4531
  
  DOI Publication
- Retrieval with Learned Similarities
  
  Bailu Ding, Jiaqi Zhai
  
  The Web Conference (WWW 2025) | April 2025
  
  Preprint
- FreewayML: An Adaptive and Stable Streaming Learning Framework for Dynamic Data Stream
  
  Zheng Qin, Zheheng Liang, Lijie Xu, Wentao Wu, Mingchao Wu, Wuqiang Shen, Wei Wang
  
  IEEE 41st International Conference on Data Engineering (ICDE 2025) | April 2025
  
  Publication
- Netherite: Efficient Execution of Serverless Workflows (Extended Journal Version)
  
  Sebastian Burckhardt, Badrish Chandramouli, Chris Gillum (cgillum), David Justo (dajusto), Konstantinos Kallas, Connor McMahon, Christopher S. Meiklejohn, Xiangfeng Zhu
  
  VLDB J. | February 2025, Vol 34: pp. 25
  
  Special Issue "Best of VLDB 2022"
  
  DOI Publication
- QURE: AI-assisted and Automatically Verified UDF Inlining
  
  Tarique Siddiqui, Arnd Christian König, Jiashen Cao, Cong Yan, Shuvendu Lahiri (shuvendu)
  
  Proceedings of the ACM on Management of Data (SIGMOD 2025) | February 2025, Vol 3
  
  Publication Project
- Hybrid Cost Modeling for Reducing Query Performance Regression in Index Tuning
  
  Wentao Wu
  
  IEEE Transactions on Knowledge and Data Engineering | January 2025, Vol 37(1): pp. 379-391
  
  Publication
- Extensible Query Optimizers in Practice
  
  Bailu Ding, Vivek Narasayya, Surajit Chaudhuri
  
  Published by Foundations and Trends® in Databases | December 2024, Vol 14
  
  Publication DOI PDF
- SilvanForge: A Schedule-Guided Retargetable Compiler for Decision Tree Inference
  
  Ashwin Prasad, Sampath Rajendra, Kaushik Rajan, R Govindarajan, Uday Bondhugula
  
  Symposium on Operating Systems Principles | November 2024
  
  Publication Project
- Budget-aware Query Tuning: An AutoML Perspective
  
  Wentao Wu, Chi Wang
  
  SIGMOD Record | October 2024, Vol 53(3): pp. 20-26
  
  Publication
- Cloud Actor-Oriented Database Transactions in Orleans
  
  Tamer Eldeeb, Sebastian Burckhardt, Reuben Bond (opens in new tab), Asaf Cidon, Junfeng Yang, Phil Bernstein
  
  Proc. VLDB Endow. | July 2024, Vol 17: pp. 3720-3730
  
  DOI Publication Project
- Wii: Dynamic Budget Reallocation In Index Tuning (Extended Version)
  
  Xiaoying Wang, Wentao Wu, Chi Wang, Vivek Narasayya, Surajit Chaudhuri
  
  Proceedings of the ACM on Management of Data (SIGMOD 2024) | June 2024, Vol 2(3)
  
  Publication Publication
- Wred: Workload Reduction for Scalable Index Tuning
  
  Matteo Brucato, Tarique Siddiqui, Wentao Wu, Vivek Narasayya, Surajit Chaudhuri
  
  Proceedings of the ACM on Management of Data (SIGMOD 2024) | March 2024, Vol 2(1)
  
  Publication
- Stochastic gradient descent without full data shuffle: with applications to in-database machine learning and deep learning systems
  
  Lijie Xu, Shuang Qiu, Binhang Yuan, Jiawei Jiang, Cedric Renggli, Shaoduo Gan, Kaan Kara, Guoliang Li, Ji Liu, Wentao Wu, Jieping Ye, Ce Zhang
  
  VLDB Journal | February 2024
  
  Publication
- Data Debugging with Shapley Importance over Machine Learning Pipelines
  
  Bojan Karlas, David Dao, Matteo Interlandi, Sebastian Schelter, Wentao Wu, Ce Zhang
  
  International Conference on Learning Representations (ICLR 2024) | January 2024
  
  Publication
- ML-Powered Index Tuning: An Overview of Recent Progress and Open Challenges
  
  Tarique Siddiqui, Wentao Wu
  
  SIGMOD Record | December 2023, Vol 52(4): pp. 19-30
  
  Publication
- How Good are Machine Learning Clouds? Benchmarking Two Snapshots over 5 Years
  
  Jiawei Jiang, Yi Wei, Yu Liu, Wentao Wu, Chuang Hu, Zhigao Zheng, Ziyi Zhang, Yingxia Shao, Ce Zhang
  
  VLDB Journal | December 2023
  
  Publication
- Flexible Resource Allocation for Relational Database-as-a-Service
  
  Pankaj Arora, Surajit Chaudhuri, Sudipto Das, Junfeng Dong, Cyril George, Ajay Kalhan, Arnd Christian König, Willis Lang, Changsong Li, Feng Li, Jiaqi Liu, Lukas M. Maas, Akshay Mata, Ishai Menache, Justin Moeller, Vivek Narasayya, Matthaios Olma, Morgan Oslake, Elnaz Rezai, Yi Shan, Manoj Syamala, Shize Xu, Vasileios Zois
  
  49th International Conference on Very Large Data Bases | October 2023
  
  Publication Project
- Solver-In-The-Loop Cluster Resource Management for Database-as-a-Service
  
  Arnd Christian König, Yi Shan, Karan Newatia, Luke Marshall, Vivek Narasayya
  
  50th International Conference on Very Large Databases | September 2023
  
  Publication Project
- Analyzing the Impact of Cardinality Estimation on Execution Plans in Microsoft SQL Server
  
  Kukjin Lee, Anshuman Dutt, Vivek Narasayya, Surajit Chaudhuri
  
  PVLDB | September 2023, Vol 16(11): pp. 2871-2883
  
  Publication Project
- A Systematic Evaluation of Machine Learning on Serverless Infrastructure
  
  Jiawei Jiang, Shaoduo Gan, Bo Du, Gustavo Alonso, Ana Klimovic, Ankit Singla, Wentao Wu, Sheng Wang, Ce Zhang
  
  VLDB Journal | August 2023, Vol 33(2): pp. 425-449
  
  Publication
- Auto-BI: Automatically Build BI-Models Leveraging Local Join Prediction and Global Schema Graph
  
  Yiming Lin, Yeye He, Surajit Chaudhuri
  
  VLDB 2023 | August 2023
  
  Publication Project
- Selection Pushdown in Column Stores using Bit Manipulation Instructions
  
  Yinan Li, Jianan Lu, Badrish Chandramouli
  
  2023 ACM SIGMOD Conference | June 2023
  
  Publication Project
- Ground Truth Inference for Weakly Supervised Entity Matching
  
  Renzhi Wu, Alexander Bendeck, Xu Chu, Yeye He
  
  SIGMOD 2023 | June 2023
  
  Publication
- Predicate Pushdown for Data Science Pipelines
  
  Cong Yan, Yin Lin, Yeye He
  
  SIGMOD | June 2023
  
  Best Paper Award
  
  Publication Project
- Generating Test Databases for Database-Backed Applications
  
  Cong Yan, Suman Nath, Shan Lu (opens in new tab)
  
  ICSE’23 | May 2023
  
  Publication Project
- Automatic Feasibility Study via Data Quality Analysis for ML: A Case-Study on Label Noise
  
  Cedric Renggli, Luka Rimanic, Luka Kolar, Wentao Wu, Ce Zhang
  
  IEEE 39th International Conference on Data Engineering (ICDE 2023) | April 2023
  
  Publication
- T-ReX: Optimizing Pattern Search on Time Series (Extended Version)
  
  Silu Huang, Erkang (Eric) Zhu, Surajit Chaudhuri, Leonhard Spiegelberg
  
  MSR-TR-2023-12 | March 2023
  
  Published by Microsoft
  
  Publication
- High-Performance Row Pattern Recognition Using Joins
  
  Erkang (Eric) Zhu, Silu Huang, Surajit Chaudhuri
  
  Proceedings of the VLDB Endowment | February 2023, Vol 16(5): pp. 1181-1194
  
  Publication
- FastVer2: A Provably Correct Monitor for Concurrent, Key-Value Stores
  
  Arvind Arasu, Tahina Ramananandro, Aseem Rastogi, Nikhil Swamy, Aymeric Fromherz, Kesha Hietala, Bryan Parno, Ravi Ramamurthy
  
  Certified Programs and Proofs | January 2023
  
  Publication Author's Version Project
- Tenant Placement in Over-subscribed Database-as-a-Service Clusters
  
  Arnd Christian König, Yi Shan, Tobias Ziegler, Aarati Kakaraparthy, Willis Lang, Justin Moeller, Ajay Kalhan, Vivek Narasayya
  
  48th International Conference on Very Large Databases | September 2022
  
  Publication Project
- DISTILL: Low-Overhead Data-Driven Techniques for Filtering and Costing Indexes for Scalable Index Tuning (Extended Version)
  
  Tarique Siddiqui, Wentao Wu, Vivek Narasayya, Surajit Chaudhuri
  
  VLDB 2022 | August 2022
  
  Publication
- Expressive Querying for Accelerating Visual Analytics
  
  Tarique Siddiqui, Paul Luh, Zesheng Wang, Karrie Karahalios, Aditya Parameswaran
  
  Communications of the ACM (CACM) | July 2022, Vol 65(7)
  
  Research Highlight
  
  PDF Publication
- Budget-aware Index Tuning with Reinforcement Learning (Extended Version)
  
  Wentao Wu, Chi Wang, Tarique Siddiqui, Junxiong Wang, Vivek Narasayya, Surajit Chaudhuri, Phil Bernstein
  
  ACM SIGMOD International Conference on Management of Data (SIGMOD 2022) | June 2022
  
  Publication Publication
- Optimizing Machine Learning Inference Queries with Correlative Proxy Models
  
  Zhihui Yang, Zuozhi Wang, Yicong Huang, Yao Lu, Chen Li, X. Sean Wang
  
  VLDB | June 2022
  
  Publication PDF
- Demonstration of Accelerating Machine Learning Inference Queries with Correlative Proxy Models
  
  Zhihui Yang, Yicong Huang, Zuozhi Wang, Feng Gao, Yao Lu, Chen Li, X. Sean Wang
  
  VLDB | June 2022
  
  Publication
- In-Database Machine Learning with CorgiPile: Stochastic Gradient Descent without Full Data Shuffle
  
  Lijie Xu, Shuang Qiu, Binhang Yuan, Jiawei Jiang, Cedric Renggli, Shaoduo Gan, Kaan Kara, Guoliang Li, Ji Liu, Wentao Wu, Jieping Ye, Ce Zhang
  
  ACM SIGMOD International Conference on Management of Data (SIGMOD 2022) | June 2022
  
  Publication
- ISUM: Efficiently Compressing Large and Complex Workloads for Scalable Index Tuning (Extended Version)
  
  Tarique Siddiqui, Saehan Jo, Wentao Wu, Chi Wang, Vivek Narasayya, Surajit Chaudhuri
  
  ACM SIGMOD 2022 | June 2022
  
  Publication
- Factor Windows: Cost-based Query Rewriting for Optimizing Correlated Window Aggregates
  
  Wentao Wu, Phil Bernstein, Alex Raizman, Christina Pavlopoulou
  
  IEEE 38th International Conference on Data Engineering (ICDE 2022) | May 2022
  
  Publication
- High-Performance Row Pattern Recognition Using Joins (Technical Report)
  
  Erkang (Eric) Zhu, Silu Huang, Surajit Chaudhuri
  
  MSR-TR-2022-34 | May 2022
  
  Published by Microsoft
  
  Publication
- Netherite: Efficient Execution of Serverless Workflows
  
  Sebastian Burckhardt, Badrish Chandramouli, Chris Gillum, David Justo, Konstantinos Kallas, Connor McMahon, Christopher S. Meiklejohn, Xiangfeng Zhu
  
  VLDB 2022 | April 2022
  
  Publication PDF
- Zeus: Efficiently Localizing Actions in Videos using Reinforcement Learning
  
  Pramod Chunduri, Jaeho Bang, Yao Lu, Joy Arulraj
  
  SIGMOD | April 2022
  
  Publication
- Warper: Efficiently Adapting Learned Cardinality Estimators to Data and Workload Drifts
  
  Beibin Li (opens in new tab), Yao Lu, Srikanth Kandula
  
  SIGMOD | April 2022
  
  Publication
- Data Science Through the Looking Glass: Analysis of Millions of GitHub Notebooks and ML.NET Pipelines
  
  Fotis Psallidas, Yiwen Zhu, Bojan Karlaš (opens in new tab), Jordan Henkel, Matteo Interlandi, Subru Krishnan, Brian Kroth, Venkatesh Emani, Wentao Wu, Ce Zhang, Markus Weimer, Avrilia Floratou, Carlo Curino, Konstantinos Karanasos
  
  SIGMOD Record | March 2022
  
  Publication
- PACk: An Efficient Partition-based Distributed Agglomerative Hierarchical Clustering Algorithm for Deduplication
  
  Yue Wang, Vivek Narasayya, Yeye He, Surajit Chaudhuri
  
  VLDB 2022 | February 2022
  
  Publication Project
- CompuCache: Remote Computable Caching using Spot VMs
  
  Qizhen Zhang, Phil Bernstein, Daniel S. Berger, Badrish Chandramouli, Boon Thao Loo, Vincent Liu
  
  Conference on Innovative Data Systems Research (CIDR 2022) | January 2022
  
  Publication
- Redy: Remote Dynamic Memory Cache
  
  Qizhen Zhang, Phil Bernstein, Daniel Berger (daberg), Badrish Chandramouli
  
  VLDB 2022 | December 2021
  
  Publication
- Leveraging query logs and machine learning for parametric query optimization
  
  Kapil Vaidya, Anshuman Dutt, Vivek Narasayya, Surajit Chaudhuri
  
  VLDB 2022 | November 2021
  
  Publication Project
- Pre-training Summarization Models of Structured Datasets for Cardinality Estimation
  
  Yao Lu, Srikanth Kandula, Arnd Christian König, Surajit Chaudhuri
  
  VLDB | November 2021
  
  Publication Project
- DSB: A Decision Support Benchmark for Workload-Driven and Traditional Database Systems
  
  Bailu Ding, Surajit Chaudhuri, Johannes Gehrke, Vivek Narasayya
  
  VLDB 2022 | October 2021
  
  Publication Project
- Q-error Bounds of Random Uniform Sampling for Cardinality Estimation
  
  Beibin Li, Yao Lu, Chi Wang, Srikanth Kandula
  
  MSR-TR-2021-29 | September 2021
  
  Published by Microsoft
  
  Publication
- Data-induced predicates for sideways information passing in query optimizers
  
  Srikanth Kandula, Laurel Orr, Surajit Chaudhuri
  
  The VLDB Journal | August 2021
  
  Publication Project
- Cardinality Estimation: Is Machine Learning a Silver Bullet?
  
  Beibin Li, Yao Lu, Chi Wang, Srikanth Kandula
  
  AIDB | August 2021
  
  Publication
- COMPARE: Accelerating Groupwise Comparison in Relational Databases for Data Analytics
  
  Tarique Siddiqui, Surajit Chaudhuri, Vivek Narasayya
  
  Proceedings of the VLDB Endowment (VLDB 2021) | August 2021
  
  Publication
- Hyperspace: The Indexing Subsystem of Azure Synapse
  
  Rahul Potharaju, Terry Kim, Eunjin Song, Wentao Wu, Lev Novik, Apoorve Dave, Andrew Fogarty, Pouria Pirzadeh, Vidip Acharya, Gurleen Dhody, Jiying Li, Sinduja Ramanujam, Nicolas Bruno, Cesar Galindo-Legaria, Vivek Narasayya, Surajit Chaudhuri, Anil K. Nori, Tomas Talius, Raghu Ramakrishnan
  
  Proceedings of the VLDB Endowment (VLDB 2021) | August 2021
  
  DOI PDF
- Crystal: A Unified Cache Storage System for Analytical Databases
  
  Dominik Durner, Badrish Chandramouli, Yinan Li
  
  Proceedings of the VLDB Endowment | August 2021
  
  Publication Project
- VolcanoML: Speeding up End-to-End AutoML via Scalable Search Space Decomposition
  
  Yang Li, Yu Shen, Wentao Zhang, Jiawei Jiang, Yaliang Li, Bolin Ding, Jingren Zhou, Zhi Yang, Wentao Wu, Ce Zhang, Bin Cui
  
  Proceedings of the VLDB Endowment (VLDB 2021) | August 2021
  
  Publication
- Optimization of threshold functions over streams
  
  Walter Cai, Phil Bernstein, Wentao Wu, Badrish Chandramouli
  
  Proceedings of the VLDB Endowment (VLDB 2021) | August 2021
  
  DOI PDF
- Nearest Neighbor Classifiers over Incomplete Information: From Certain Answers to Certain Predictions
  
  Bojan Karlas, Peng Li, Renzhi Wu, Nezihe Merve Gurel, Xu Chu, Wentao Wu, Ce Zhang
  
  Proceedings of the VLDB Endowment (VLDB 2021) | August 2021
  
  Publication
- The Case for ML-Enhanced High-Dimensional Indexes
  
  Rong Kang, Wentao Wu, Chen Wang, Ce Zhang, Jianmin Wang
  
  AIDB@VLDB 2021 | July 2021
  
  Publication Author's Version
- COMPARE: Accelerating Groupwise Comparison in Relational Databases for Data Analytics (Extended Version)
  
  Tarique Siddiqui, Surajit Chaudhuri, Vivek Narasayya
  
  MSR-TR-2021-13 | July 2021
  
  Published by Microsoft Research
  
  Publication
- Auto-Pipeline: Synthesizing Complex Data Pipelines By-Target Using Reinforcement Learning and Search
  
  Junwen Yang, Yeye He, Surajit Chaudhuri
  
  VLDB 2021 | July 2021
  
  Publication Project
- FastVer: Making Data Integrity a Commodity
  
  Arvind Arasu, Aseem Rastogi, Badrish Chandramouli, Donald Kossmann, Esha Ghosh, Johannes Gehrke, Nikhil Swamy, Jonathan Protzenko, Ravi Ramamurthy, Srinath Setty, Tahina Ramananandro, Alexander van Renen, Min Xu
  
  SIGMOD | June 2021
  
  Publication Project
- Towards understanding end-to-end learning in the context of data: machine learning dancing over semirings & Codd’s table
  
  Wentao Wu, Ce Zhang
  
  DEEM@SIGMOD 2021 | June 2021
  
  Publication Author's Version
- Asynchronous Prefix Recoverability for Fast Distributed Stores
  
  Tianyu Li, Badrish Chandramouli, Jose Faleiro, Donald Kossmann, Sam Madden
  
  SIGMOD 2021 | June 2021
  
  Publication Project
- Towards Demystifying Serverless Machine Learning Training
  
  Jiawei Jiang, Shaoduo Gan, Yue Liu, Fanlin Wang, Gustavo Alonso, Ana Klimovic, Ankit Singla, Wentao Wu, Ce Zhang
  
  ACM SIGMOD International Conference on Management of Data (SIGMOD 2021) | June 2021
  
  Author's Version Publication
- Instance-Optimized Data Layouts for Cloud Analytics Workloads
  
  Jialin Ding, Umar Farooq Minhas, Badrish Chandramouli, Chi Wang, Yinan Li, Ying Li, Donald Kossmann, Johannes Gehrke, Tim Kraska
  
  SIGMOD 2021 | June 2021
  
  Publication
- From Sketching to Natural Language: Expressive Visual Querying for Accelerating Insight
  
  Tarique Siddiqui, Paul Luh, Zesheng Wang, Karrie Karahalios, Aditya G. Parameswaran
  
  ACM SIGMOD Record | May 2021
  
  Publication
- Economical Hyperparameter Optimization with Blended Search Strategy
  
  Chi Wang, Qingyun Wu, Silu Huang, Amin Saied
  
  The Ninth International Conference on Learning Representations (ICLR 2021) | May 2021
  
  Publication Github Project
- Auto-Validate: Unsupervised Data Validation Using Data-Domain Patterns Inferred from Data Lakes
  
  Jie Song, Yeye He
  
  SIGMOD 2021 | April 2021
  
  Publication Project
- FLAML: A Fast and Lightweight AutoML Library
  
  Chi Wang, Qingyun Wu, Markus Weimer, Erkang (Eric) Zhu
  
  Fourth Conference on Machine Learning and Systems (MLSys 2021) | April 2021
  
  Publication Video Video Github Project
- Auto-FuzzyJoin: Auto-Program Fuzzy Similarity Joins Without Labeled Examples
  
  Peng Li, Xiang Cheng, Xu Chu, Yeye He, Surajit Chaudhuri
  
  SIGMOD 2021 | April 2021
  
  Publication Author's Version Project
- A Data Quality-Driven View of MLOps
  
  Cedric Renggli, Luka Rimanic, Nezihe Merve Gurel, Bojan Karlas, Wentao Wu, Ce Zhang
  
  IEEE Data Engineering Bulletin | March 2021, Vol 44(1): pp. 11-23
  
  Publication
- Magpie: Python at Speed and Scale using Cloud Backends
  
  Alekh Jindal, Venkatesh Emani, Maureen Daum, Olga Poppe, Brandon Haynes, Anna Pavlenko, Ayushi Gupta, Karthik Ramachandra, Carlo Curino, Andreas C. Müller, Wentao Wu, Hiren Patel
  
  Conference on Innovative Data Systems Research (CIDR 2021) | February 2021
  
  Publication Video Video
- Model Averaging in Distributed Machine Learning: A Case Study with Apache Spark
  
  Yunyan Guo, Zhipeng Zhang, Jiawei Jiang, Wentao Wu, Ce Zhang, Bin Cui, Jianzhong Li
  
  VLDB Journal | January 2021
  
  Author's Version Publication
- Ease.ML: A Lifecycle Management System for MLDev and MLOps
  
  Leonel Aguilar, David Dao, Shaoduo Gan, Nezihe Merve Gurel, Nora Hollenstein, Jiawei Jiang, Bojan Karlas, Thomas Lemmin, Tian Li, Yang Li, Susie Rao, Johannes Rausch, Cedric Renggli, Luka Rimanic, Maurice Weber, Shuai Zhang, Zhikuan Zhao, Kevin Schawinski, Wentao Wu, Ce Zhang
  
  Conference on Innovative Data Systems Research (CIDR 2021) | January 2021
  
  Publication
- Three lessons from accelerating scientific insight discovery via visual querying
  
  Doris Lee, Tarique Siddiqui, Karrie Karahalios, Aditya Parameswaran
  
  Patterns | October 2020
  
  Publication
- Efficiently Approximating Selectivity Functions using Low Overhead Regression Models
  
  Anshuman Dutt, Chi Wang, Vivek Narasayya, Surajit Chaudhuri
  
  46th International Conference on Very Large Data Bases (VLDB 2020) | August 2020
  
  Publication Project
- Approximate Partition Selection for BigData Workloads using Summary Statistics
  
  Kexin Rong, Yao Lu, Srikanth Kandula, Peter Bailis, Phil Levis
  
  VLDB | August 2020
  
  DOI Project
- Pushing Data-Induced Predicates Through Joins in Big-Data Clusters
  
  Srikanth Kandula, Laurel Orr, Surajit Chaudhuri
  
  VLDB | August 2020
  
  Best Paper Runner-Up
  
  Publication Project Project
- Auto-Transform: Learning-to-Transform by Patterns
  
  Zhongjun Jin, Yeye He, Surajit Chaudhuri
  
  International Conference on Very Large Databases (VLDB) | August 2020
  
  Publication Project
- Helios: Hyperscale Indexing for the Cloud & Edge
  
  Rahul Potharaju, Terry Kim, Wentao Wu, Vidip Acharya, Steve Suh, Andrew Fogarty, Apoorve Dave, Sinduja Ramanujam, Tomas Talius, Lev Novik, Raghu Ramakrishnan
  
  Proceedings of the VLDB Endowment (VLDB 2020) | July 2020
  
  Publication
- Ease.ml/snoopy in Action: Towards Automatic Feasibility Analysis for Machine Learning Application Development
  
  Cedric Renggli, Luka Rimanic, Luka Kolar, Wentao Wu, Ce Zhang
  
  Proceedings of the VLDB Endowment (VLDB 2020) | July 2020
  
  Publication
- Auto-Suggest: Learning-to-Recommend Data Preparation Steps Using Data Science Notebooks
  
  Cong Yan, Yeye He
  
  International Conference on Management of Data (SIGMOD) | June 2020
  
  Publication Publication Project
- ShapeSearch: A Flexible and Efficient System for Shape-based Exploration of Trendlines
  
  Tarique Siddiqui, Paul Luh, Zesheng Wang, Karrie Karahalios, Aditya Parameswaran
  
  ACM SIGMOD | June 2020
  
  Best Paper
  
  Publication
- Building Continuous Integration Services for Machine Learning
  
  Bojan Karlas, Matteo Interlandi, Cedric Renggli, Wentao Wu, Ce Zhang, Deepak Mukunthu Iyappan Babu, Jordan Edwards, Chris Lauren, Andy Xu, Markus Weimer
  
  ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD 2020) | June 2020
  
  Publication
- Achieving High Throughput and Elasticity in a Larger-than-Memory Store
  
  Chinmay Kulkarni, Badrish Chandramouli, Ryan Stutsman
  
  PVLDB, 14(8), 2021 | June 2020
  
  Publication Project Project Project
- Qd-tree: Learning Data Layouts for Big Data Analytics
  
  Zongheng Yang, Badrish Chandramouli, Chi Wang, Johannes Gehrke, Yinan Li, Umar Farooq Minhas, Per-Ake Larson, Donald Kossmann, Rajeev Acharya
  
  SIGMOD 2020 | June 2020
  
  Publication Project
- Anytime Algorithm of Database Tuning Advisor for Microsoft SQL Server
  
  Surajit Chaudhuri, Vivek Narasayya
  
  June 2020
  
  Publication Project
- Bitvector-aware Query Optimization for Decision Support Queries
  
  Bailu Ding, Surajit Chaudhuri, Vivek Narasayya
  
  ACM SIGMOD/PODS International Conference on Management of Data (SIGMOD 2020) | June 2020
  
  Publication Project
- ALEX: An Updatable Adaptive Learned Index
  
  Jialin Ding, Umar Farooq Minhas, Jia Yu, Chi Wang, Jaeyoung Do, Yinan Li, Hantian Zhang, Badrish Chandramouli, Johannes Gehrke, Donald Kossmann, David Lomet, Tim Kraska
  
  MSR-TR-2020-12 | May 2020
  
  Published by Microsoft
  
  SIGMOD 2020 | June 2020
  
  Publication DOI Github
- ColumnSGD: A Column-oriented Framework for Distributed Stochastic Gradient Descent
  
  Zhipeng Zhang, Wentao Wu, Jiawei Jiang, Lele Yu, Bin Cui, Ce Zhang
  
  IEEE International Conference on Data Engineering (ICDE 2020) | April 2020
  
  Publication
- Bitvector-aware Query Optimization for Decision Support Queries (extended version)
  
  Bailu Ding, Surajit Chaudhuri, Vivek Narasayya
  
  MSR-TR-2020-8 | April 2020
  
  Published by Microsoft
  
  Publication Project
- Cost Models for Big Data Query Processing: Learning, Retrofitting, and Our Findings
  
  Tarique Siddiqui, Alekh Jindal, Shi Qiao, Hiren Patel, Wangchao le
  
  SIGMOD 2020: International Conference on Management of Data | February 2020
  
  Publication Project Project
- You can’t always sketch what you want: Understanding Sensemaking in Visual Query Systems
  
  Doris Lee, John Lee, Tarique Siddiqui, Jaewoo Kim, Karrie Karahalios, Aditya Parameswaran
  
  IEEE Transactions on Visualization and Computer Graphics | August 2019
  
  Publication
- FishStore: Fast Ingestion and Indexing of Raw Data
  
  Badrish Chandramouli, Dong Xie, Yinan Li, Donald Kossmann
  
  PVLDB Vol. 12 No. 12 | August 2019
  
  Demo paper
  
  Publication Project
- Contextual Fact Ranking and Its Applications in Table Synthesis and Compression
  
  Silu Huang, Jialu Liu, Flip Korn, Xuezhi Wang, You Wu, Dale Markowitz, Cong Yu
  
  25TH ACM SIGKDD CONFERENCE ON KNOWLEDGE DISCOVERY AND DATA MINING (KDD) | August 2019
  
  Publication
- Customizable and Scalable Fuzzy Join for Big Data
  
  Zhimin Chen, Yue Wang, Vivek Narasayya, Surajit Chaudhuri
  
  International Conference on Very Large Data Bases (PVLDB) | August 2019
  
  Publication Project
- Fast Approximation of Empirical Entropy via Subsampling
  
  Chi Wang, Bailu Ding
  
  25TH ACM SIGKDD CONFERENCE ON KNOWLEDGE DISCOVERY AND DATA MINING | August 2019
  
  DOI Author's Version Video Project Project
- Selectivity Estimation for Range Predicates using Lightweight Models
  
  Anshuman Dutt, Chi Wang, Azade Nazi, Srikanth Kandula, Vivek Narasayya, Surajit Chaudhuri
  
  45th International Conference on Very Large Data Bases (VLDB 2019) | August 2019
  
  DOI Publication Project
- Experiences with Approximating Queries in Microsoft’s Production Big-Data Clusters
  
  Srikanth Kandula, Kukjin Lee, Surajit Chaudhuri, Marc Friedman
  
  VLDB | August 2019, Vol 12(12)
  
  Publication Project
- Uni-Detect: A Unified Approach to Automated Error Detection in Tables
  
  Pei Wang, Yeye He
  
  International Conference on Management of Data (SIGMOD) | July 2019
  
  Publication Project
- Automatically Indexing Millions of Databases in Microsoft Azure SQL Database
  
  Sudipto Das, Miroslav Grbic, Igor Ilic, Isidora Jovandic, Andrija Jovanovic, Vivek Narasayya, Miodrag Radulovic, Maja Stikic, Gaoxiang Xu, Surajit Chaudhuri
  
  ACM SIGMOD Conference | June 2019
  
  Author's Version Project
- Resurrecting Middle-Tier Distributed Transactions
  
  Phil Bernstein
  
  Bulletin of the Technical Committee on Data Engineering | June 2019, Vol 42(2): pp. 3-6
  
  Publication
- Speculative Distributed CSV Data Parsing for Big Data Analytics
  
  Chang Ge, Yinan Li, Eric Eilebrecht, Badrish Chandramouli, Donald Kossmann
  
  2019 ACM SIGMOD Conference | June 2019
  
  Publication Project
- FishStore: Faster Ingestion with Subset Hashing
  
  Dong Xie, Badrish Chandramouli, Yinan Li, Donald Kossmann
  
  2019 ACM SIGMOD Conference | June 2019
  
  Project Project
- Concurrent Prefix Recovery: Performing CPR on a Database
  
  Guna Prasaad, Badrish Chandramouli, Donald Kossmann
  
  2019 ACM SIGMOD Conference | June 2019
  
  PDF Project Project
- Ease.ml/ci and Ease.ml/meter in Action: Towards Data Management for Statistical Generalization
  
  Cedric Renggli, Frances Ann Hubis, Bojan Karlas, Kevin Schawinski, Wentao Wu, Ce Zhang
  
  Proceedings of the VLDB Endowment (VLDB 2019) | May 2019
  
  Publication
- AI Meets AI: Leveraging Query Executions to Improve Index Recommendations
  
  Bailu Ding, Sudipto Das, Ryan Marcus, Wentao Wu, Surajit Chaudhuri, Vivek Narasayya
  
  ACM SIGMOD/PODS International Conference on Management of Data (SIGMOD 2019) | May 2019
  
  Publication Project
- Auto-EM: End-to-end Fuzzy Entity-Matching using Pre-trained Deep Models and Transfer Learning
  
  Chen Zhao, Yeye He
  
  WWW – World Wide Web Consortium (W3C) | May 2019
  
  Publication Project
- CRA: Enabling Data-Intensive Applications in Containerized Environments
  
  Ibrahim Sabek, Badrish Chandramouli, Umar Farooq Minhas
  
  35th IEEE International Conference on Data Engineering (ICDE 2019) | April 2019
  
  Publication Project Project
- MLlib*: Fast Training of GLMs using Spark MLlib
  
  Zhipeng Zhang, Jiawei Jiang, Wentao Wu, Ce Zhang, Lele Yu, Bin Cui
  
  IEEE International Conference on Data Engineering (ICDE 2019) | April 2019
  
  Publication
- Continuous Integration of Machine Learning Models with ease.ml/ci: Towards a Rigorous Yet Practical Treatment
  
  Cedric Renggli, Bojan Karlaš, Bolin Ding, Feng Liu, Wentao Wu, Ce Zhang
  
  SysML Conference (SysML 2019) | April 2019
  
  Publication
- CRA: A Common Runtime for Applications
  
  Badrish Chandramouli, Umar Farooq Minhas, Ibrahim Sabek
  
  MSR-TR-2019-2 | February 2019
  
  Published by Microsoft
  
  https://github.com/Microsoft/CRA
  
  PDF Project Project
- Efficient Identification of Approximate Best Configuration of Training in Large Datasets
  
  Silu Huang, Chi Wang, Bolin Ding, Surajit Chaudhuri
  
  Proceedings of the 33rd AAAI Conference on Artificial Intelligence | January 2019
  
  Publication Access
- Serverless Event-Stream Processing over Virtual Actors
  
  Phil Bernstein, Todd Porter, Rahul Potharaju, Shivaram Venkataraman, Wentao Wu
  
  Conference on Innovative Data Systems Research (CIDR 2019) | January 2019
  
  Publication
- Improving Optimistic Concurrency Control Through Transaction Batching and Operation Reordering
  
  Bailu Ding, Lucja Kot, Johannes Gehrke
  
  Proceedings of the VLDB Endowment (VLDB 2019) | January 2019
  
  Publication
- Leadership and Advocacy
  
  Phil Bernstein
  
  Making Databases Work: The Pragmatic Wisdom of Michael Stonebraker | Published by ACM and Morgan Claypool | 2018
  
  DOI
- SIGMOD 2018 Program Committee Chair’s Report
  
  Phil Bernstein
  
  ACM SIGMOD Record | December 2018, Vol 47(4)
  
  To appear.
  
  Publication
- A.M.B.R.O.S.I.A: Providing Performant Virtual Resiliency for Distributed Applications
  
  Jonathan Goldstein, Ahmed Abdelhamid, Mike Barnett, Sebastian Burckhardt, Badrish Chandramouli, Darren Gehring, Niel Lebeck, Christopher Meiklejohn, Umar Farooq Minhas, Ryan Newton, Rahee Ghosh Peshawaria, Tal Zaccai, Irene Zhang
  
  MSR-TR-2018-40 | December 2018
  
  Published by Microsoft
  
  This paper describes the main ideas and research behind the open source Ambrosia platform for writing resilient distributed applications.
  
  Publication Project Project
- ShapeSearch: Flexible Pattern-based Querying of Trend Line Visualizations
  
  Tarique Siddiqui, Paul Luh, Zesheng Wang, Karrie Karahalios, Aditya Parameswaran
  
  VLDB | August 2018
  
  Publication
- Adaptive Sampling for Rapidly Matching Histograms
  
  Stephen Macke, Yiming Zhang, Silu Huang, Aditya G. Parameswaran
  
  44th International Conference on Very Large Data Bases (VLDB) | August 2018
  
  Publication
- Transform-Data-by-Example (TDE): An Extensible Search Engine for Data Transformations
  
  Yeye He, Kris Ganjam, Vivek Narasayya, Surajit Chaudhuri
  
  International Conference on Very Large Databases (VLDB) | August 2018
  
  PDF Project
- Plan Stitch: Harnessing the Best of Many Plans
  
  Bailu Ding, Sudipto Das, Wentao Wu, Surajit Chaudhuri, Vivek Narasayya
  
  Proceedings of the VLDB Endowment (VLDB 2018) | July 2018
  
  Publication Project Project
- FASTER: An Embedded Concurrent Key-Value Store for State Management
  
  Badrish Chandramouli, Guna Prasaad (opens in new tab), Donald Kossmann, Justin Levandoski, James Hunter, Mike Barnett
  
  Demo Paper | July 2018
  
  PDF Project Project Project
- Transform-Data-by-Example: An Extensible Search Engine for Data Transformations
  
  Yeye He, Xu Chu, Kris Ganjam, Yudian Zheng, Vivek Narrasayya, Surajit Chaudhuri
  
  International Conference on Very Large Databases (VLDB) | June 2018
  
  Publication
- Auto-Detect: Data-Driven Error Detection in Tables
  
  Zhipeng Huang, Yeye He
  
  International Conference on Management of Data (SIGMOD) | June 2018
  
  Publication Project
- Interactive Demonstration of Probabilistic Predicates
  
  Yao Lu, Srikanth Kandula, Surajit Chaudhuri
  
  Proceedings of the ACM SIGMOD International Conference on Management of Data (SIGMOD 2018) | June 2018
  
  Publication Access Project
- Accelerating Machine Learning Inference with Probabilistic Predicates
  
  Yao Lu, Aakanksha Chowdhery, Srikanth Kandula, Surajit Chaudhuri
  
  Proceedings of the ACM SIGMOD International Conference on Management of Data (SIGMOD 2018) | June 2018
  
  Publication Publication Project
- Auto-Type: Synthesizing Type-Detection Logic for Rich Semantic Data Types using Open-source Code
  
  Cong Yan, Yeye He
  
  SIGMOD | June 2018
  
  Publication
- Columnstore and B+ tree – Are Hybrid Physical Designs Important?
  
  Adam Dziedzic , Jingjing Wang, Sudipto Das, Bolin Ding, Vivek Narasayya, Manoj Syamala
  
  ACM International Conference on Management of Data (SIGMOD) 2018 | June 2018
  
  PDF Publication Publication Project
- Transform-Data-by-Example (TDE): Extensible Data Transformation in Excel
  
  Yeye He, Kris Ganjam, Kukjin Lee, Yue Wang, Vivek Narasayya, Surajit Chaudhuri, Xu Chu
  
  International Conference on Management of Data (SIGMOD) | June 2018
  
  Publication
- FASTER: A Concurrent Key-Value Store with In-Place Updates
  
  Badrish Chandramouli, Guna Prasaad (opens in new tab), Donald Kossmann, Justin Levandoski, James Hunter, Mike Barnett
  
  2018 ACM SIGMOD International Conference on Management of Data (SIGMOD ’18), Houston, TX, USA | June 2018
  
  Publication Video Project Project Project
- Optimally leveraging density and locality for exploratory browsing and sampling
  
  Albert Kim, Liqi Xu, Tarique Siddiqui, Silu Huang, Sam Madden, Aditya Parameswaran
  
  HILDA@SIGMOD | June 2018
  
  Publication
- Navigating the Data Lake with DATAMARAN: Automatically Extracting Structure from Log Datasets
  
  Yihan Gao, Silu Huang, Aditya Parameswaran
  
  Proceedings of the ACM SIGMOD International Conference on Management of Data (SIGMOD) | June 2018
  
  Publication
- MLBench: Benchmarking Machine Learning Services Against Human Experts
  
  Yu Liu, Hantian Zhang, Luyuan Zeng, Wentao Wu, Ce Zhang
  
  Proceedings of the VLDB Endowment (VLDB 2018) | May 2018
  
  Publication
- Ease.ml in Action: Towards Multi-tenant Declarative Learning Services
  
  Bojan Karlas, Ji Liu, Wentao Wu, Ce Zhang
  
  Proceedings of the VLDB Endowment (VLDB 2018) | May 2018
  
  Publication
- Actor-Oriented Database Systems
  
  Phil Bernstein
  
  Proceedings of the 2018 IEEE 34th International Conference on Data Engineering | April 2018
  
  ISBN: 978-1-5386-5520-7
  
  PDF Publication Project
- Impatience is a Virtue: Revisiting Disorder in High-Performance Log Analytics
  
  Badrish Chandramouli, Jonathan Goldstein, Yinan Li
  
  34th IEEE International Conference on Data Engineering (ICDE 2018), Paris, France | April 2018
  
  PDF Project Project
- RC-Index: Diversifying Answers to Range Queries
  
  Yue Wang, Alexandra Meliou, Gerome Miklau
  
  International Conference on Very Large Data Bases (PVLDB) | March 2018, Vol 11: pp. 773-786
  
  Proc. VLDB Endow.
  
  PDF Publication
- Ease.ml: Towards Multi-tenant Resource Sharing for Machine Learning Workloads
  
  Tian Li, Jie Zhong, Ji Liu, Wentao Wu, Ce Zhang
  
  Proceedings of the VLDB Endowment (VLDB 2018) | February 2018
  
  Preprint
- How Good Are Machine Learning Clouds for Binary Classification with Good Features?
  
  Hantian Zhang, Luyuan Zeng, Wentao Wu, Ce Zhang
  
  Proceedings of the 2017 Symposium on Cloud Computing (SoCC 2017) | September 2017
  
  Publication Publication
- Discovering Enterprise Concepts Using Spreadsheet Tables
  
  Keqian Li, Yeye He, Kris Ganjam
  
  SIGKDD Conference on Knowledge Discovery and Data Mining (KDD) | August 2017
  
  PDF
- OrpheusDB: Bolt-on Versioning for Relational Databases
  
  Silu Huang, Liqi Xu, Jialin Liu, Aaron J. Elmore, Aditya G. Parameswaran
  
  43th International Conference on Very Large Data Bases (VLDB) | August 2017
  
  Publication
- MLog: Towards Declarative In-Database Machine Learning
  
  Bin Cui, Xupeng Li, Yiru Chen, Wentao Wu, Ce Zhang
  
  Proceedings of the VLDB Endowment (VLDB 2017) | August 2017
  
  PDF
- Mison: A Fast JSON Parser for Data Analytics
  
  Yinan Li, Nikos R. Katsipoulakis, Badrish Chandramouli, Jonathan Goldstein, Donald Kossmann
  
  The 43rd International Conference on Very Large Data Bases (VLDB 2017) | June 2017
  
  PDF Project
- Auto-Join: Joining Tables by Leveraging Transformations
  
  Erkang Zhu, Yeye He, Surajit Chaudhuri
  
  International Conference on Very Large Databases (VLDB) | May 2017
  
  Publication Publication Project Project
- Approximate Query Processing: No Silver Bullet
  
  Surajit Chaudhuri, Bolin Ding, Srikanth Kandula
  
  Proceedings of the ACM SIGMOD International Conference on Management of Data (SIGMOD 2017) | May 2017
  
  Publication Project
- Enabling Signal Processing over Data Streams
  
  Milos Nikolic, Badrish Chandramouli, Jonathan Goldstein
  
  SIGMOD 2017, May 14-19, 2017, Chicago, Illinois, USA | May 2017
  
  PDF Project Project
- An Overreaction to the Broken Machine Learning Abstraction: The ease.ml Vision
  
  Ce Zhang, Wentao Wu, Tian Li
  
  Proceedings of the 2nd Workshop on Human-In-the-Loop Data Analytics (HILDA@SIGMOD 2017) | May 2017
  
  Publication Publication
- Leveraging Re-costing for Online Optimization of Parameterized Queries with Guarantees
  
  Anshuman Dutt, Vivek Narasayya, Surajit Chaudhuri
  
  International Conference on Management of Data (SIGMOD) | May 2017
  
  PDF Project
- Auto-Map: Synthesizing Mapping Relationships Using Table Corpus
  
  Yue Wang, Yeye He
  
  International Conference on Management of Data (SIGMOD) | May 2017
  
  Publication Publication Publication Project Project Project
- OrpheusDB: A Lightweight Approach to Relational Dataset Versioning
  
  Liqi Xu, Silu Huang, Sili Hui, Aaron J. Elmore, Aditya Parameswaran
  
  Proceedings of the ACM SIGMOD International Conference on Management of Data (SIGMOD DEMO) | May 2017
  
  Publication
- Semantic Bootstrapping: A Theoretical Perspective
  
  Wentao Wu, Hongsong Li, Haixun Wang, Kenny Q. Zhu
  
  33rd IEEE International Conference on Data Engineering (ICDE 2017) | April 2017
  
  Publication Publication
- Towards Interactive Debugging of Rule-based Entity Matching
  
  Fatemah Panahi, Wentao Wu, AnHai Doan, Jeffrey F. Naughton
  
  Proceedings of the 20th International Conference on Extending Database Technology (EDBT 2017) | March 2017
  
  Publication Publication
- Towards Visualization Recommendation Systems
  
  Manasi Vartak, Silu Huang, Tarique Siddiqui, Sam Madden, Aditya Parameswaran
  
  SIGMOD Record | March 2017
  
  Publication
- Semantic Bootstrapping: A Theoretical Perspective
  
  Wentao Wu, Hongsong Li, Haixun Wang, Kenny Q. Zhu
  
  IEEE Transactions on Knowledge and Data Engineering (TKDE) | February 2017, Vol 29: pp. 446-457
  
  Publication Publication
- READY: Completeness is in the Eye of the Beholder
  
  Badrish Chandramouli, Johannes Gehrke, Jonathan Goldstein, Moritz Hoffmann, Donald Kossmann, Justin Levandoski, Renato Marroquin, Wenlei Xie
  
  8th Biennial Conference on Innovative Data Systems Research (CIDR 2017) | January 2017
  
  PDF
- Fast-Forwarding to Desired Visualizations with Zenvisage
  
  Tarique Siddiqui, John Lee, Alber Kim, Edward xue, Chaoran Wang, Yuxuan Zou, Changfeng Liu, Lijin Guo, Xiaofo Yu, Karrie Karahalios, Aditya Parameswaran
  
  CIDR | January 2017
  
  Publication
- Shrink – Prescribing Resiliency Solutions for Streaming
  
  Badrish Chandramouli, Jonathan Goldstein
  
  International Conference on Very Large Databases (PVLDB Vol. 10, Issue. 5) | January 2017
  
  PDF Project Project
- Transactions for Distributed Actors in the Cloud
  
  Tamer Eldeeb, Phil Bernstein
  
  MSR-TR-2016-1001 | October 2016
  
  PDF Project
- FacetGist: Collective Extraction of Document Facets in Large Technical Corpora
  
  Tarique Siddiqui, Xiang Ren, Aditya Parameswaran, Jiawei Han
  
  CIKM | October 2016
  
  Publication
- Effortless data exploration with zenvisage: an expressive and interactive visual analytics system
  
  Tarique Siddiqui, Albert Kim, John Lee, Karrie Karahalios, Aditya Parameswaran
  
  VLDB | October 2016
  
  Publication
- Data Services Leveraging Bing’s Data Assets
  
  Kaushik Chakrabarti, Surajit Chaudhuri, Zhimin Chen, Kris Ganjam, Yeye He
  
  September 2016
  
  PDF
- Quill: Efficient, Transferable, and Rich Analytics at Scale
  
  Badrish Chandramouli, Raul Castro Fernandez, Jonathan Goldstein, Ahmed Eldawy, Abdul Quamar
  
  International Conference on Very Large Databases (PVLDB Vol. 9, Issue. 14) | September 2016
  
  PDF PDF Project Project
- The Quill Distributed Analytics Library and Platform
  
  Badrish Chandramouli, Raul Castro Fernandez, Jonathan Goldstein, Ahmed Eldawy, Abdul Quamar
  
  MSR-TR-2016-25 | August 2016
  
  Technical Report
  
  PDF Project
- Trill: Engineering a Library for Diverse Analytics
  
  Badrish Chandramouli, Jonathan Goldstein, Mike Barnett, James Terwilliger
  
  IEEE Data Engineering Bulletin | July 2016
  
  PDF Project Project
- Shrink – Prescribing Resiliency Solutions for Streaming
  
  Badrish Chandramouli, Jonathan Goldstein
  
  MSR-TR-2016-15 | June 2016
  
  PDF Project Project
- Time Adaptive Sketches (Ada-Sketches) for Summarizing Data Streams
  
  Arnd Christian König, Anshumali Srivastava, Misha Bilenko
  
  ACM SIGMOD Conference | June 2016
  
  ACM SIGMOD Conference
  
  PDF
- Operator and Query Progress Estimation in Microsoft SQL Server Live Query Statistics
  
  Kukjin Lee, Arnd Christian König, Vivek Narasayya, Bolin Ding, Surajit Chaudhuri, Brent Ellwein, Alexey Eksarevskiy, Manbeen Kohli, Jacob Wyant, Praneeta Prakash, Rimma Nehme, Jiexing Li, Jeff Naughton
  
  Proceedings of the ACM SIGMOD International Conference on Management of Data (SIGMOD 2016) | June 2016
  
  Proceedings of the ACM SIGMOD International Conference on Management of Data (SIGMOD 2016)
  
  PDF Project
- Plan Bouquets: A Fragrant Approach to Robust Query Processing
  
  Anshuman Dutt, Jayant R. Haritsa
  
  ACM Trans. Database Syst. | June 2016, Vol 41: pp. 0.459027778-0.484027778
  
  Publication Publication
- Sample + Seek: Approximating Aggregates with Distribution Precision Guarantee
  
  Bolin Ding, Silu Huang, Surajit Chaudhuri, Kaushik Chakrabarti, Chi Wang
  
  Proceedings of 2016 ACM SIGMOD International Conference on Management of Data (SIGMOD) | June 2016
  
  Publication
- Sampling-Based Query Re-Optimization
  
  Wentao Wu, Jeffrey F. Naughton, Harneet Singh
  
  Proceedings of the 2016 International Conference on Management of Data (SIGMOD 2016) | June 2016
  
  Publication Publication
- Quickr: Lazily Approximating Complex Ad-Hoc Queries in Big Data Clusters
  
  Srikanth Kandula, Anil Shanbhag, Aleksandar Vitorovic, Matthaios Olma, Robert Grandl, Surajit Chaudhuri, Bolin Ding
  
  Proceedings of the ACM SIGMOD International Conference on Management of Data (SIGMOD 2016) | June 2016
  
  PDF Project
- Automated Demand-driven Resource Scaling in Relational Database-as-a-Service
  
  Sudipto Das, Feng Li, Vivek Narasayya, Arnd Christian König
  
  ACM International Conference on Management of Data (SIGMOD) 2016 | June 2016
  
  PDF Project
- Accelerating Relational Databases by Leveraging Remote Memory and RDMA
  
  Feng Li, Sudipto Das, Manoj Syamala, Vivek Narasayya
  
  ACM International Conference on Management of Data (SIGMOD) 2016 | June 2016
  
  PDF
- Making Sense of Temporal Queries with Interactive Visualization
  
  Leilani Battle, Danyel Fisher, Robert DeLIne, Mike Barnett, Badrish Chandramouli, Jonathan Goldstein
  
  Proceedings of the 34th Conference on Human-Computer Interaction (CHI 2016) | May 2016
  
  PDF Publication Video Project
- ICE: Managing Cold State for Big Data Applications
  
  Badrish Chandramouli, Justin Levandoski, Eli Cortez
  
  IEEE International Conference on Data Engineering (ICDE) | May 2016
  
  PDF Project Project
- Automatic Discovery of Attribute Synonyms Using Query Logs and Table Corpora
  
  Yeye He, Kaushik Chakrabarti, Tomasz Tylenda
  
  WWW – World Wide Web Consortium (W3C) | April 2016
  
  PDF Project
- Tempe: Live Scripting For Live Data
  
  Robert DeLIne, Danyel Fisher, Badrish Chandramouli, Jonathan Goldstein, Mike Barnett, James Terwilliger, John Wernsing
  
  Visual Languages and Human-Centric Computing (VL/HCC), 2015 IEEE Symposium on | October 2015
  
  ISBN: 978-1-4673-7457-6
  
  PDF Publication Publication
- Principles of Dataset Versioning: Exploring the Recreation/Storage Tradeoff.
  
  Souvik Bhattacherjee, Amit Chavan, Silu Huang, Amol Deshpande, Aditya Parameswaran
  
  41th International Conference on Very Large Data Bases (VLDB) | August 2015
  
  Publication
- Trill: A High-Performance Incremental Query Processor for Diverse Analytics
  
  Badrish Chandramouli, Jonathan Goldstein, Mike Barnett, Robert DeLine, Danyel Fisher, John Platt, James Terwilliger, John Wernsing, Robert DeLIne
  
  August 2015
  
  PDF PDF Project Project
- Sharing Buffer Pool Memory in Multi-Tenant Relational Database-as-a-Service
  
  Vivek Narasayya, Ishai Menache, Mohit Singh, Feng Li, Manoj Syamala, Surajit Chaudhuri
  
  Proceedings of the VLDB Endowment | August 2015
  
  PDF Project
- The Homeostasis Protocol: Avoiding Transaction Coordination Through Program Analysis
  
  Sudip Roy, Lucja Kot, Gabriel Bender, Bailu Ding, Hossein Hojjat, Christoph Koch, Nate Foster, Johannes Gehrke
  
  Proceedings of the 2015 ACM SIGMOD International Conference on Management of Data | July 2015
  
  Publication
- Optimizing optimistic concurrency control for tree-structured, log-structured databases
  
  Phil Bernstein, Sudipto Das, Bailu Ding, Markus Pilman
  
  Proceedings of the 2015 ACM SIGMOD International Conference on Management of Data | July 2015
  
  Publication
- Centiman: Elastic, high performance optimistic concurrency control by watermarking
  
  Bailu Ding, Lucja Kot, Alan Demers, Johannes Gehrke
  
  Proceedings of the Sixth ACM Symposium on Cloud Computing | July 2015
  
  Publication
- Towards a Unified Query Language for Provenance and Versioning
  
  Amit Chavan, Silu Huang, Amol Deshpande, Aaron J. Elmore, Sam Madden, Aditya Parameswaran
  
  7th USENIX Workshop on the Theory and Practice of Provenance (TaPP) | July 2015
  
  Publication
- Minimum Spanning Trees in Temporal Graphs
  
  Silu Huang, Ada Wai-Chee Fu, Ruifeng Liu
  
  Proceedings of the ACM SIGMOD International Conference on Management of Data (SIGMOD) | June 2015
  
  Publication
- S4: Top-k Spreadsheet-Style Search for Query Discovery
  
  Fotis Psallidas, Bolin Ding, Kaushik Chakrabarti, Surajit Chaudhuri
  
  Proceedings of the ACM SIGMOD International Conference on Management of Data (SIGMOD 2015) | June 2015
  
  PDF Publication
- SEMA-JOIN: Joining Semantically-Related Tables Using Big Table Corpora
  
  Yeye He, Kris Ganjam, Xu Chu
  
  International Conference on Very Large Databases (VLDB) | June 2015
  
  Publication Project
- A Padded Encoding Scheme to Accelerate Scans by Leveraging Skew
  
  Yinan Li, Craig Chasseur, Jignesh M. Patel
  
  Proceedings of the 2015 ACM SIGMOD International Conference on Management of Data, Melbourne, Victoria, Australia, May 31 – June 4, 2015 | June 2015
  
  Publication
- TEGRA: Table Extraction by Global Record Alignment
  
  Xu Chu, Yeye He, Kaushik Chakrabarti, Kris Ganjam
  
  International Conference on Management of Data (SIGMOD) | May 2015
  
  Publication Publication Publication Project
- Concept Expansion Using Web Tables
  
  Chi Wang, Kaushik Chakrabarti, Yeye He, Kris Ganjam, Zhimin Chen, Phil Bernstein
  
  Proceeding of 2015 International World Wide Web Conference | May 2015
  
  PDF Publication Project
- AutoTag’n Search My Photos: Leveraging the Social Graph for Photo Tagging
  
  Shobana Balakrishnan, Surajit Chaudhuri, Vivek Narasayya
  
  Proceedings of the 24th International Conference on World Wide Web Conference | May 2015
  
  PDF
- PerfAugur: Robust Diagnostics for Performance Anomalies in Cloud Services
  
  Sudip Roy, Arnd Christian König, Arnd Christian König, Igor Dvorkin, Manish Kumar
  
  ICDE – 31st International Conference on Data Engineering | April 2015
  
  PDF
- Transaction Processing on Confidential Data Using Cipherbase
  
  Arvind Arasu, Ken Eguro, Manas Joglekar, Raghav Kaushik, Donald Kossmann, Ravi Ramamurthy
  
  31st IEEE International Conference on Data Engineering (ICDE) | April 2015
  
  PDF PDF
- Scaling Optimistic Concurrency Control by Approximately Partitioning the Certifier and Log
  
  Phil Bernstein, Sudipto Das
  
  IEEE Data Engineering Bulletin | March 2015, Vol 38(1)
  
  PDF Project
- On Debugging Non-Answers in Keyword Search Systems
  
  Akanksha Baid, Wentao Wu, Chong Sun, AnHai Doan, Jeffrey F. Naughton
  
  Proceedings of the 18th International Conference on Extending Database Technology (EDBT 2015) | March 2015
  
  Publication Publication
- Tempe: An Interactive Data Science Environment for Exploration of Temporal and Streaming Data
  
  Danyel Fisher, Badrish Chandramouli, Robert DeLIne, Jonathan Goldstein, Andrei Aron, Mike Barnett, John Platt, James Terwilliger, John Wernsing
  
  MSR-TR-2014-148 | November 2014
  
  PDF Project Project
- ClusterJoin: A Similarity Joins Framework using Map-Reduce
  
  Akash Das Sarma, Yeye He, Surajit Chaudhuri
  
  Proceedings of International Conference on Very Large Databases (VLDB) | September 2014
  
  Proceedings of International Conference on Very Large Databases (VLDB)
  
  PDF PDF Project
- Finding Patterns in a Knowledge Base using Keywords to Compose Table Answers
  
  Mohan Yang, Bolin Ding, Surajit Chaudhuri, Kaushik Chakrabarti
  
  Proceedings of the VLDB Endowment, the 41st International Conference on Very Large Data Bases (VLDB 2015) | September 2014
  
  PDF Project
- WideTable: An Accelerator for Analytical Data Processing
  
  Yinan Li, Jignesh M. Patel
  
  PVLDB | September 2014, Vol 7(10): pp. 907-918
  
  PDF
- k-Balanced sorting and skew join in MPI and MapReduce
  
  Silu Huang, Ada Wai-Chee Fu
  
  2014 IEEE International Conference on Big Data (Big Data) | August 2014
  
  Publication
- Path Problems in Temporal Graphs
  
  Huanhuan Wu, James Cheng, Silu Huang, Yiping Ke, Yi Lu, Yanyan Xu
  
  40th International Conference on Very Large Data Bases (VLDB) | August 2014
  
  Publication
- Supporting Distributed Feed-Following Apps over Edge Devices
  
  Badrish Chandramouli, Suman Nath, Wenchao Zhou
  
  International Conference on Very Large Databases | August 2014
  
  PDF Project
- Scalable Progressive Analytics on Big Data in the Cloud
  
  Badrish Chandramouli, Jonathan Goldstein, Abdul Quamar
  
  MSR-TR-2013-78 | August 2014
  
  International Conference on Very Large Databases (PVLDB Vol. 6, Issue. 14)
  
  PDF Publication Project
- Transaction Processing on Confidential Data Using Cipherbase
  
  Arvind Arasu, Ken Eguro, Manas Joglekar, Raghav Kaushik, Donald Kossmann, Ravi Ramamurthy
  
  MSR-TR-2014-106 | August 2014
  
  PDF
- Fast foreign-key detection in Microsoft SQL server PowerPivot for Excel
  
  Zhimin Chen, Vivek Narasayya, Surajit Chaudhuri
  
  Proceedings of the VLDB Endowment | August 2014
  
  PDF Project
- Uncertainty Aware Query Execution Time Prediction
  
  Wentao Wu, Xi Wu, Hakan Hacigümüs, Jeffrey F. Naughton
  
  Proceedings of the VLDB Endowment (VLDB 2014) | August 2014
  
  PDF
- Plan Bouquets: Query Processing without Selectivity Estimation
  
  Anshuman Dutt, Jayant R. Haritsa
  
  SIGMOD 2014 | June 2014
  
  Publication
- Patience is a Virtue: Revisiting Merge and Sort on Modern Processors
  
  Badrish Chandramouli, Jonathan Goldstein
  
  ACM SIGMOD International Conference on Management of Data (SIGMOD 2014) | June 2014
  
  PDF Project
- Discovering Queries based on Example Tuples
  
  Yanyan Shen, Kaushik Chakrabarti, Surajit Chaudhuri, Bolin Ding, Lev Novik
  
  Proceedings of the ACM SIGMOD International Conference on Management of Data (SIGMOD 2014) | June 2014
  
  Proceedings of the ACM SIGMOD International Conference on Management of Data (SIGMOD 2014)
  
  PDF
- Querying Encrypted Data (Tutorial)
  
  Arvind Arasu, Ken Eguro, Raghav Kaushik, Ravi Ramamurthy
  
  2014 ACM SIGMOD Conference | June 2014
  
  PDF PDF
- The Trill Incremental Analytics Engine
  
  Badrish Chandramouli, Jonathan Goldstein, Mike Barnett, John Wernsing, John Platt, Robert DeLine, Danyel Fisher, James Terwilliger, Robert DeLIne
  
  MSR-TR-2014-54 | April 2014
  
  PDF Project
- On Load Shedding in Complex Event Processing
  
  Yeye He, Siddharth Barman, Jeffrey Naughton
  
  Proceedings of International Conference on Database Theory (ICDT) | March 2014
  
  PDF
- Oblivious Query Processing
  
  Arvind Arasu, Raghav Kaushik
  
  17th International Conference on Database Theory (ICDT) | March 2014
  
  PDF
- Database Application Developer Tools Using Static Analysis and Dynamic Profiling
  
  Surajit Chaudhuri, Vivek Narasayya, Manoj Syamala
  
  IEEE Data Eng. Bull. | March 2014, Vol 37: pp. 38-47
  
  PDF Project
- Temporal Graph Traversals: Definitions, Algorithms, and Applications
  
  Silu Huang, James Cheng, Huanhuan Wu
  
  January 2014
  
  January 2014
  
  Publication
- A General Streaming Algorithm for Pattern Discovery
  
  Srivatsan Laxman, Badrish Chandramouli, Naren Ramakrishnan
  
  Knowledge and Information Systems | December 2013, Vol 37(3): pp. 585-610
  
  Publication Project
- CPU Sharing Techniques for Performance Isolation in Multi-tenant Relational Database-as-a-Service
  
  Sudipto Das, Vivek Narasayya, Feng Li, Manoj Syamala
  
  Proceedings of the VLDB Endowment | September 2013
  
  PDF Project
- Towards Predicting Query Execution Time for Concurrent and Dynamic Database Workloads
  
  Wentao Wu, Yun Chi, Hakan Hacigümüs, Jeffrey F. Naughton
  
  Proceedings of the VLDB Endowment (VLDB 2013) | August 2013
  
  PDF
- TF-Label: a topological-folding labeling scheme for reachability querying in a large graph
  
  James Cheng, Silu Huang, Huanhuan Wu, Ada Wai-Chee Fu
  
  Proceedings of the ACM SIGMOD International Conference on Management of Data (SIGMOD) | July 2013
  
  Publication
- Rethinking Eventual Consistency
  
  Phil Bernstein, Sudipto Das
  
  Proceedings of the 2013 ACM SIGMOD International Conference on Management of Data | June 2013
  
  PDF Project
- A Demonstration of SQLVM: Performance Isolation in Multi-Tenant Relational Database-as-a-Service
  
  Vivek Narasayya, Sudipto Das, Manoj Syamala, Surajit Chaudhuri, Feng Li, Hyunjung Park
  
  SIGMOD 2013 | June 2013
  
  SIGMOD 2013
  
  ISBN: 978-1-4503-2037-5
  
  PDF Publication Publication Project
- BitWeaving: fast scans for main memory data processing
  
  Yinan Li, Jignesh M. Patel
  
  Proceedings of the ACM SIGMOD International Conference on Management of Data, SIGMOD 2013, New York, NY, USA, June 22-27, 2013 | June 2013
  
  Proceedings of the ACM SIGMOD International Conference on Management of Data, SIGMOD 2013, New York, NY, USA, June 22-27, 2013
  
  ISBN: 978-1-4503-2037-5
  
  Publication Publication
- Enabling JSON Document Stores in Relational Systems
  
  Craig Chasseur, Yinan Li, Jignesh M. Patel
  
  Proceedings of the 16th International Workshop on the Web and Databases 2013, WebDB 2013, New York, NY, USA, June 23, 2013. | June 2013
  
  Proceedings of the 16th International Workshop on the Web and Databases 2013, WebDB 2013, New York, NY, USA, June 23, 2013.
  
  PDF
- Predicting query execution time: Are optimizer cost models really unusable?
  
  Wentao Wu, Yun Chi, Shenghuo Zhu, Jun'ichi Tatemura, Hakan Hacigümüs, Jeffrey F. Naughton
  
  29th IEEE International Conference on Data Engineering (ICDE 2013) | April 2013
  
  Publication Publication
- Crawling Deep-web Entity Pages
  
  Yeye He, Dong Xin, Venkatesh Ganti, Sriram Rajaraman
  
  Proceedings of International Conference on Web Search and Data Mining (WSDM) | January 2013
  
  PDF
- SQLVM: Performance Isolation in Multi-Tenant Relational Database-as-a-Service
  
  Vivek Narasayya, Sudipto Das, Manoj Syamala, Badrish Chandramouli, Surajit Chaudhuri
  
  CIDR 2013 | January 2013
  
  PDF PDF Project
- Utility-Maximizing Event Stream Suppression
  
  Di Wang, Yeye He, Elke Rundensteiner, Jeffrey Naughton
  
  Proceedings of International Conference on Management of Data (SIGMOD) | January 2013
  
  PDF
- NUMA-aware algorithms: the case of data shuffling
  
  Yinan Li, Ippokratis Pandis, René Müller, Vijayshankar Raman, Guy M. Lohman
  
  CIDR 2013, Sixth Biennial Conference on Innovative Data Systems Research, Asilomar, CA, USA, January 6-9, 2013, Online Proceedings | January 2013
  
  PDF
- WHAM: A High-Throughput Sequence Alignment Method
  
  Yinan Li, Jignesh M. Patel, Allison Terrell
  
  ACM Trans. Database Syst. | December 2012, Vol 37(4): pp. 28
  
  Publication
- Supporting Distributed Feed-Following Apps over Edge Devices
  
  Badrish Chandramouli, Suman Nath, Wenchao Zhou
  
  MSR-TR-2012-73 | July 2012
  
  PDF
- Experiences with using Data Cleaning Technology for Bing Services
  
  Arvind Arasu, Surajit Chaudhuri, Zhimin Chen, Kris Ganjam, Raghav Kaushik, Vivek Narasayya
  
  Data Engineering Bulletin | June 2012
  
  PDF PDF Project
- Probase: a probabilistic taxonomy for text understanding
  
  Wentao Wu, Hongsong Li, Haixun Wang, Kenny Q. Zhu
  
  Proceedings of the ACM SIGMOD International Conference on Management of Data (SIGMOD 2012) | May 2012
  
  Publication Publication
- Physically Independent Stream Merging
  
  Badrish Chandramouli, David Maier, Jonathan Goldstein
  
  28th International Conference on Data Engineering (ICDE ’12) | April 2012
  
  28th International Conference on Data Engineering (ICDE '12)
  
  PDF Project
- Temporal Analytics on Big Data for Web Advertising
  
  Badrish Chandramouli, Jonathan Goldstein, Songyun Duan
  
  28th International Conference on Data Engineering (ICDE ’12) | April 2012
  
  Best Paper Award
  
  PDF PDF Project
- Targeted Disambiguation of Ad-hoc, Homogeneous Sets of Named Entities
  
  Chi Wang, Kaushik Chakrabarti, Tao Cheng, Surajit Chaudhuri
  
  Proceeding of 2012 International World Wide Web Conference | April 2012
  
  Proceeding of 2012 International World Wide Web Conference
  
  PDF
- InfoGather: Entity Augmentation and Attribute Discovery By Holistic Matching with Web Tables
  
  Mohamed Yakout, Kris Ganjam, Kaushik Chakrabarti, Surajit Chaudhuri
  
  ACM SIGMOD Conference | January 2012
  
  PDF Project Project
- Mapping XML to a Wide Sparse Table
  
  Phil Bernstein, Liang Jeff Chen, Peter Carlin, Dimitrije Filipovic , Michael Rys, Nikita Shamgunov, James F. Terwilliger, Milos Todic, Sasa Tomasevic, Dragan Tomic
  
  IEEE Transactions on Knowledge and Data Engineering | December 2011, Vol 26(6)
  
  Publication Publication
- Towards a Domain Independent Platform for Data Cleaning
  
  Arvind Arasu, Surajit Chaudhuri, Zhimin Chen, Kris Ganjam, Raghav Kaushik, Vivek Narasayya
  
  Data Engineering Bulletin | September 2011
  
  PDF PDF Project
- Online Visualization of Geospatial Stream Data using the WorldWide Telescope
  
  Mohamed Ali, Badrish Chandramouli, Jonathan Fay, Curtis Wong, Steven Drucker, Balan S. Raman
  
  International Conference on Very Large Databases (VLDB) | August 2011
  
  International Conference on Very Large Databases (VLDB)
  
  PDF Project
- Physically Independent Stream Merging
  
  Badrish Chandramouli, David Maier, Jonathan Goldstein
  
  MSR-TR-2011-82 | July 2011
  
  PDF Project
- StreamRec: A Real-Time Recommender System
  
  Badrish Chandramouli, Justin Levandoski, Ahmed Eldawy, Mohamed F. Mokbel
  
  ACM SIGMOD International Conference on Management of Data (SIGMOD 2011) | June 2011
  
  PDF Project
- Temporal Analytics on Big Data for Web Advertising
  
  Badrish Chandramouli, Jonathan Goldstein, Songyun Duan
  
  MSR-TR-2011-87 | June 2011
  
  PDF Project
- Design and evaluation of main memory hash join algorithms for multi-core CPUs
  
  Spyros Blanas, Yinan Li, Jignesh M. Patel
  
  Proceedings of the ACM SIGMOD International Conference on Management of Data, SIGMOD 2011, Athens, Greece, June 12-16, 2011 | June 2011
  
  Publication
- WHAM: a high-throughput sequence alignment method
  
  Yinan Li, Allison Terrell, Jignesh M. Patel
  
  Proceedings of the ACM SIGMOD International Conference on Management of Data, SIGMOD 2011, Athens, Greece, June 12-16, 2011 | June 2011
  
  Publication
- SEISA: Set Expansion by Iterative Similarity Aggregation
  
  Yeye He, Dong Xin
  
  Proceedings of International World Wide Web Conference (WWW) | April 2011
  
  PDF Project
- Database Access Control & Privacy: Is There A Common Ground?
  
  Surajit Chaudhuri, Raghav Kaushik, Ravi Ramamurthy
  
  Conference on Innovative Database Research | January 2011
  
  Conference on Innovative Database Research
  
  PDF
- Location-aware Click Prediction in Mobile local Search
  
  Dimitrios Lymberopoulos, Peixiang Zhao, Arnd Christian König, Klaus Berberich, Jie Liu
  
  Conference in Information and Knoweledge Management (CIKM) | January 2011
  
  PDF
- On the Complexity of Privacy-Preserving Complex Event Processing
  
  Yeye He, Siddharth Barman, Di Wang, Jeffery Naughton
  
  Proceedings of the Principles of Database Systems (PODS) | January 2011
  
  Proceedings of the Principles of Database Systems (PODS)
  
  PDF
- Preventing Equivalence Attacks in Updated, Anonymized Data
  
  Yeye He, Siddharth Barman, Jeffrey Naughton
  
  Proceedings of International Conference on Data Engineering (ICDE) | January 2011
  
  PDF PDF
- Hyder – A Transactional Record Manager for Shared Flash
  
  Phil Bernstein, Colin Reid, Sudipto Das
  
  CIDR | January 2011
  
  Best Paper Award
  
  PDF Project
- Optimistic Concurrency Control by Melding Trees
  
  Phil Bernstein, Colin Reid, Ming Wu, Xinhao Yuan
  
  PVLDB | January 2011
  
  PDF
- Data Stream Management Systems for Computational Finance
  
  Badrish Chandramouli, Mohamed Ali, Jonathan Goldstein, Beysim Sezgin, Balan S. Raman
  
  IEEE Computer | December 2010
  
  PDF Project
- Data Stream Management Systems for Computational Finance
  
  Badrish Chandramouli, Mohamed Ali, Jonathan Goldstein, Beysim Sezgin, Balan S. Raman
  
  MSR-TR-2010-130 | September 2010
  
  PDF Project
- Object-Oriented Constraints for XML Schema
  
  Suad Alagic, Phil Bernstein, Ruchi Jairath
  
  ICOODB | September 2010
  
  PDF Publication Publication
- FD-Buffer: A Buffer Manager for Databases on Flash Disks
  
  Sai Tung On, Yinan Li, Bingsheng He, Ming Wu, Qiong Luo, Jianliang Xu
  
  MSR-TR-2010-121 | September 2010
  
  PDF
- Tree Indexing on Solid State Drives
  
  Yinan Li, Bingsheng He, Jun Yang, Qiong Luo, Ke Yi
  
  PVLDB | September 2010
  
  PDF
- On Indexing Error-Tolerant Set Containment
  
  Parag Agrawal, Arvind Arasu, Raghav Kaushik
  
  Proceedings of the ACM SIGMOD International Conference on Management of Data (SIGMOD) | June 2010
  
  Proceedings of the ACM SIGMOD International Conference on Management of Data (SIGMOD)
  
  PDF Project
- On Active Learning of Record Matching Packages
  
  Arvind Arasu, Michaela Götz, Raghav Kaushik
  
  Proceedings of the ACM SIGMOD International Conference on Management of Data (SIGMOD) | June 2010
  
  PDF Project
- Workload Driven Index Defragmentation
  
  Vivek Narasayya, Manoj Syamala
  
  International Conference on Data Engineering (ICDE) | March 2010
  
  PDF Project
- Estimating the Compression Fraction of an Index Using Sampling
  
  Vivek Narasayya, Ravi Ramamurthy, Raghav Kaushik, Stratos Idreos
  
  International Conference on Data Engineering (ICDE) | March 2010
  
  International Conference on Data Engineering (ICDE)
  
  PDF Project
- Rule Profiling for Query Optimizers and their Implications
  
  Surajit Chaudhuri, Leo Giakoumakis, Vivek Narasayya, Ravi Ramamurthy
  
  International Conference of Data Engineering (ICDE) | March 2010
  
  PDF Project
- k-symmetry model for identity anonymization in social networks
  
  Wentao Wu, Yanghua Xiao, Wei Wang, Zhenying He, Zhihui Wang
  
  EDBT 2010, 13th International Conference on Extending Database Technology (EDBT 2010) | March 2010
  
  Publication Publication
- Keyword++: A Framework to Improve Keyword Search Over Entity Databases
  
  Venkatesh Ganti, Yeye He, Dong Xin
  
  Proceedings of International Conference on Very Large Databases (VLDB) | January 2010
  
  PDF Project
- Personalization as a service: the architecture and a case study
  
  Hang Guo, Jidong Chen, Wentao Wu, Wei Wang
  
  Proceedings of the First International CIKM Workshop on Cloud Data Management (CloudDb 2009) | November 2009
  
  Publication Publication
- Learning String Transformations from Examples
  
  Arvind Arasu, Surajit Chaudhuri, Raghav Kaushik
  
  VLDB | August 2009
  
  PDF Project
- Microsoft CEP Server and Online Behavioral Targeting
  
  Mohamed Ali, Ciprian Gerea, Beysim Sezgin, Tiho Tarnavski, Tomer Verona, Ping Wang, Peter Zabback, Anton Kirilov, Asvin Ananthanarayan, Ming Lu, Alex Raizman, Ramkumar Krishnan, Roman Schindlauer, Torsten Grabs, Sharon Bjeletich, Badrish Chandramouli, Jonathan Goldstein, Sudin Bhat, Ying Li, Vincenzo Di Nicola, Xianfang Wang, David Maier, Ivo Santos, Olivier Nano, Stephan Grell, Balan S. Raman
  
  International Conference on Very Large Data Bases (VLDB), Lyon, France | August 2009
  
  PDF Project
- HAMSTER: Using Search Clicklogs for Schema and Taxonomy Matching
  
  Arnab Nandi, Phil Bernstein
  
  Proceedings of VLDB 2009 | August 2009
  
  PDF Project
- A Declarative Entity Representation Framework
  
  Arvind Arasu, Raghav Kaushik
  
  Proceedings of the ACM SIGMOD International Conference on Management of Data (SIGMOD) | June 2009
  
  PDF Project
- Interactive Plan Hints for Query Optimization
  
  Nicolas Bruno, Surajit Chaudhuri, Ravi Ramamurthy
  
  SIGMOD | June 2009
  
  Publication Project
- Tree Indexing on Flash Disks
  
  Yinan Li, Bingsheng He, Qiong Luo, Ke Yi
  
  Proceedings of the 25th International Conference on Data Engineering, ICDE 2009, March 29 2009 – April 2 2009, Shanghai, China | March 2009
  
  Publication
- Efficiently indexing shortest paths by exploiting symmetry in graphs
  
  Yanghua Xiao, Wentao Wu, Jian Pei, Wei Wang, Zhenying He
  
  12th International Conference on Extending Database Technology (EDBT 2009) | March 2009
  
  Publication
- Power Hints for Query Optimization
  
  Nicolas Bruno, Surajit Chaudhuri, Ravi Ramamurthy
  
  Proceedings of the International Conference on Data Engineering (ICDE) | January 2009
  
  Publication Project Project
- Anonymization of Set Valued Data via Top Down, Local Generalization
  
  Yeye He, Jeffrey Naughton
  
  Proceedings of International Conference on Very Large Database (VLDB) | January 2009
  
  PDF
- Structure-based graph distance measures of high degree of precision
  
  Yanghua Xiao, Hua Dong, Wentao Wu, Momiao Xiong, Wei Wang, Baile Shi
  
  Pattern Recognition (PR) | December 2008, Vol 41: pp. 3547-3561
  
  Publication Publication
- An Efficient Filter for Approximate Membership Checking
  
  Kaushik Chakrabarti, Surajit Chaudhuri, Venkatesh Ganti, Dong Xin
  
  Proceedings of the ACM SIGMOD International Conference on Management of Data (SIGMOD 2008) | June 2008
  
  PDF Project
- Incorporating String Transformations in Record Matching
  
  Arvind Arasu, Surajit Chaudhuri, Kris Ganjam, Raghav Kaushik
  
  SIGMOD | June 2008
  
  PDF Publication Project
- Symmetry-based structure entropy of complex networks
  
  Yanghua Xiao, Wentao Wu, Hui Wang, Momiao Xiong, Wei Wang
  
  Physica A: Statistical Mechanics and its Applications | April 2008, Vol 387: pp. 2611-2619
  
  Publication Publication
- BLEWS: Using Blogs to Provide Context for News Articles
  
  Michael Gamon, Sumit Basu, Dmitriy Belenko, Danyel Fisher, Matthew Hurst, Arnd Christian König
  
  2nd AAAI Conference on Weblogs and Social Media (ICWSM 2008) | April 2008
  
  PDF Publication Project
- Efficient Algorithms for Node Disjoint Subgraph Homeomorphism Determination
  
  Yanghua Xiao, Wentao Wu, Wei Wang, Zhenying He
  
  13th International Conference on Database Systems for Advanced Applications (DASFAA 2008) | March 2008
  
  Publication Publication
- Constrained Physical Design Tuning
  
  Surajit Chaudhuri, Nicolas Bruno
  
  Proceedings of the International Conference on Very Large Databases (VLDB) | January 2008
  
  Publication Project
- EaseDB: a cache-oblivious in-memory query processor
  
  Bingsheng He, Yinan Li, Qiong Luo, Dongqing Yang
  
  Proceedings of the ACM SIGMOD International Conference on Management of Data, Beijing, China, June 12-14, 2007 | June 2007
  
  Proceedings of the ACM SIGMOD International Conference on Management of Data, Beijing, China, June 12-14, 2007
  
  Publication
- Physical design refinement: The merge-reduce approach
  
  Nicolas Bruno, Surajit Chaudhuri
  
  Transactions on Database Systems | January 2007
  
  Publication
- Online autoadmin: (physical design tuning)
  
  Nicolas Bruno, Surajit Chaudhuri
  
  SIGMOD | January 2007
  
  Publication
- Stop-and-Restart Style Execution for Long Running Decision Support Queries
  
  Surajit Chaudhuri, Raghav Kaushik, Abhijit Pol, Ravi Ramamurthy
  
  VLDB | January 2007
  
  PDF
- Leveraging Aggregate Constraints for Deduplication
  
  Surajit Chaudhuri, Anish Das Sarma, Venky Ganti, Raghav Kaushik
  
  SIGMOD | January 2007
  
  PDF Project
- Relaxed Currency Serializability for Middle-Tier Caching and Replication (extended version)
  
  Phil Bernstein, Alan Fekete, Hongfei Guo, Raghu Ramakrishnan, Pradeep Tamma
  
  MSR-TR-2006-34 | June 2006
  
  PDF Document
- The CQL Continuous Query Language: Semantic Foundations and Query Execution
  
  Arvind Arasu, Shivnath Babu, Jennifer Widom
  
  VLDB Journal | June 2006
  
  PDF
- To Tune or not to Tune? A Lightweight Physical Design Alerter
  
  Surajit Chaudhuri, Nicolas Bruno
  
  Proceedings of the International Conference on Very Large Databases (VLDB) | January 2006
  
  Publication Project
- Generating Queries with Cardinality Constraints for DBMS Testing
  
  Nicolas Bruno, Surajit Chaudhuri, Dilys Thomas
  
  Transactions on Knowledge and Data Engineering | January 2006
  
  Publication Project
- AutoAdmin: Self-Tuning Database Systems Technology
  
  Sanjay Agrawal, Nicolas Bruno, Surajit Chaudhuri, Vivek Narasayya
  
  Data Engineering Bulletin | January 2006
  
  Publication Project
- Partially Materialized Views
  
  Jingren Zhou, Paul Larson, Jonathan Goldstein
  
  MSR-TR-2005-77 | June 2005
  
  PDF
- Data Cleaning in Microsoft SQL Server 2005
  
  Surajit Chaudhuri, Kris Ganjam, Rahul Kapoor, Vivek Narasayya, Theo Vassilakis
  
  SIGMOD | June 2005
  
  PDF Project
- Flexible Database Generators
  
  Nicolas Bruno, Surajit Chaudhuri
  
  January 2005
  
  Publication Project
- Resource Sharing in Continuous Sliding-Window Aggregates
  
  Arvind Arasu, Jennifer Widom
  
  Proceedings of the 30th International Conference on Very Large Data Bases (VLDB 2004) | August 2004
  
  PDF
- A Semantics for Model Management Operators
  
  Sergey Melnik, Philip A. Bernstein, Alon Halevy, Erhard Rahm, Phil Bernstein
  
  MSR-TR-2004-59 | June 2004
  
  PDF Project
- Conditional Selectivity for Statistics on Query Expressions
  
  Nicolas Bruno, Surajit Chaudhuri
  
  SIGMOD | January 2004
  
  Publication Project Project
- Automatic Categorization of Query Results
  
  Kaushik Chakrabarti, Surajit Chaudhuri, Seung-won Hwang
  
  ACM SIGMOD Conference | January 2004
  
  PDF Project Project
- A Framework for the Physical Design Problem for Data Synopses
  
  Arnd Christian König, Arnd Christian Konig, Gerhard Weikum
  
  EDBT 2002 – Advances in Database Technology | January 2002
  
  PDF
- Comparison of Centralized and Distributed Provisioning of Lightpaths in Mesh Restored Optical Networks
  
  Ravi Ramamurthy, Sudipta Sengupta, Surajit Chaudhuri
  
  Optical Fiber Communication (OFC) Conference, Anaheim (USA) | March 2001
  
  Publication Publication
- Capacity Performance of Dynamic Provisioning in Optical Networks
  
  Ravi Ramamurthy, Z. Bogdanowicz, S. Samieian, D. Saha, B. Rajagopalan, Sudipta Sengupta, Surajit Chaudhuri, K. Bala
  
  Invited paper, IEEE/OSA Journal of Lightwave Technology | January 2001, Vol 19(1): pp. 40-48
  
  Publication Publication
- Netherite: Efficient Execution of Serverless Workflows (Extended Journal Version)
  
  Sebastian Burckhardt, Badrish Chandramouli, Chris Gillum (cgillum), David Justo (dajusto), Konstantinos Kallas, Connor McMahon, Christopher S. Meiklejohn, Xiangfeng Zhu
  
  VLDB J. | February 2025, Vol 34: pp. 25
  
  Special Issue "Best of VLDB 2022"
  
  DOI Publication
- SilvanForge: A Schedule-Guided Retargetable Compiler for Decision Tree Inference
  
  Ashwin Prasad, Sampath Rajendra, Kaushik Rajan, R Govindarajan, Uday Bondhugula
  
  Symposium on Operating Systems Principles | November 2024
  
  Publication Project
- Cloud Actor-Oriented Database Transactions in Orleans
  
  Tamer Eldeeb, Sebastian Burckhardt, Reuben Bond (opens in new tab), Asaf Cidon, Junfeng Yang, Phil Bernstein
  
  Proc. VLDB Endow. | July 2024, Vol 17: pp. 3720-3730
  
  DOI Publication Project
- Flexible Resource Allocation for Relational Database-as-a-Service
  
  Pankaj Arora, Surajit Chaudhuri, Sudipto Das, Junfeng Dong, Cyril George, Ajay Kalhan, Arnd Christian König, Willis Lang, Changsong Li, Feng Li, Jiaqi Liu, Lukas M. Maas, Akshay Mata, Ishai Menache, Justin Moeller, Vivek Narasayya, Matthaios Olma, Morgan Oslake, Elnaz Rezai, Yi Shan, Manoj Syamala, Shize Xu, Vasileios Zois
  
  49th International Conference on Very Large Data Bases | October 2023
  
  Publication Project
- Serving and Optimizing Machine Learning Workflows on Heterogeneous Infrastructures
  
  Yongji Wu, Danyang Zhuo, Matthew Lentz, Yao Lu
  
  VLDB | September 2023
  
  Publication
- Generating Test Databases for Database-Backed Applications
  
  Cong Yan, Suman Nath, Shan Lu (opens in new tab)
  
  ICSE’23 | May 2023
  
  Publication Project
- DISTILL: Low-Overhead Data-Driven Techniques for Filtering and Costing Indexes for Scalable Index Tuning (Extended Version)
  
  Tarique Siddiqui, Wentao Wu, Vivek Narasayya, Surajit Chaudhuri
  
  VLDB 2022 | August 2022
  
  Publication
- Netherite: Efficient Execution of Serverless Workflows
  
  Sebastian Burckhardt, Badrish Chandramouli, Chris Gillum, David Justo, Konstantinos Kallas, Connor McMahon, Christopher S. Meiklejohn, Xiangfeng Zhu
  
  VLDB 2022 | April 2022
  
  Publication PDF
- Q-error Bounds of Random Uniform Sampling for Cardinality Estimation
  
  Beibin Li, Yao Lu, Chi Wang, Srikanth Kandula
  
  MSR-TR-2021-29 | September 2021
  
  Published by Microsoft
  
  Publication
- Data-induced predicates for sideways information passing in query optimizers
  
  Srikanth Kandula, Laurel Orr, Surajit Chaudhuri
  
  The VLDB Journal | August 2021
  
  Publication Project
- OpenBox: A Generalized Black-box Optimization Service
  
  Yang Li, Yu Shen, Wentao Zhang, Yuanwei Chen, Huai Jun Jiang, Ming Chao Liu, Jiawei Jiang, Jinyang Gao, Wentao Wu, Zhi Yang, Ce Zhang, Bin Cui
  
  ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD 2021) | August 2021
  
  Publication
- Cardinality Estimation: Is Machine Learning a Silver Bullet?
  
  Beibin Li, Yao Lu, Chi Wang, Srikanth Kandula
  
  AIDB | August 2021
  
  Publication
- Approximate Partition Selection for BigData Workloads using Summary Statistics
  
  Kexin Rong, Yao Lu, Srikanth Kandula, Peter Bailis, Phil Levis
  
  VLDB | August 2020
  
  DOI Project
- Pushing Data-Induced Predicates Through Joins in Big-Data Clusters
  
  Srikanth Kandula, Laurel Orr, Surajit Chaudhuri
  
  VLDB | August 2020
  
  Best Paper Runner-Up
  
  Publication Project Project
- Cost Models for Big Data Query Processing: Learning, Retrofitting, and Our Findings
  
  Tarique Siddiqui, Alekh Jindal, Shi Qiao, Hiren Patel, Wangchao le
  
  SIGMOD 2020: International Conference on Management of Data | February 2020
  
  Publication Project Project
- Selectivity Estimation for Range Predicates using Lightweight Models
  
  Anshuman Dutt, Chi Wang, Azade Nazi, Srikanth Kandula, Vivek Narasayya, Surajit Chaudhuri
  
  45th International Conference on Very Large Data Bases (VLDB 2019) | August 2019
  
  DOI Publication Project
- Experiences with Approximating Queries in Microsoft’s Production Big-Data Clusters
  
  Srikanth Kandula, Kukjin Lee, Surajit Chaudhuri, Marc Friedman
  
  VLDB | August 2019, Vol 12(12)
  
  Publication Project
- A.M.B.R.O.S.I.A: Providing Performant Virtual Resiliency for Distributed Applications
  
  Jonathan Goldstein, Ahmed Abdelhamid, Mike Barnett, Sebastian Burckhardt, Badrish Chandramouli, Darren Gehring, Niel Lebeck, Christopher Meiklejohn, Umar Farooq Minhas, Ryan Newton, Rahee Ghosh Peshawaria, Tal Zaccai, Irene Zhang
  
  MSR-TR-2018-40 | December 2018
  
  Published by Microsoft
  
  This paper describes the main ideas and research behind the open source Ambrosia platform for writing resilient distributed applications.
  
  Publication Project Project
- Interactive Demonstration of Probabilistic Predicates
  
  Yao Lu, Srikanth Kandula, Surajit Chaudhuri
  
  Proceedings of the ACM SIGMOD International Conference on Management of Data (SIGMOD 2018) | June 2018
  
  Publication Access Project
- Accelerating Machine Learning Inference with Probabilistic Predicates
  
  Yao Lu, Aakanksha Chowdhery, Srikanth Kandula, Surajit Chaudhuri
  
  Proceedings of the ACM SIGMOD International Conference on Management of Data (SIGMOD 2018) | June 2018
  
  Publication Publication Project
- Columnstore and B+ tree – Are Hybrid Physical Designs Important?
  
  Adam Dziedzic , Jingjing Wang, Sudipto Das, Bolin Ding, Vivek Narasayya, Manoj Syamala
  
  ACM International Conference on Management of Data (SIGMOD) 2018 | June 2018
  
  PDF Publication Publication Project
- Actor-Oriented Database Systems
  
  Phil Bernstein
  
  Proceedings of the 2018 IEEE 34th International Conference on Data Engineering | April 2018
  
  ISBN: 978-1-5386-5520-7
  
  PDF Publication Project
- Approximate Query Processing: No Silver Bullet
  
  Surajit Chaudhuri, Bolin Ding, Srikanth Kandula
  
  Proceedings of the ACM SIGMOD International Conference on Management of Data (SIGMOD 2017) | May 2017
  
  Publication Project
- Transactions for Distributed Actors in the Cloud
  
  Tamer Eldeeb, Phil Bernstein
  
  MSR-TR-2016-1001 | October 2016
  
  PDF Project
- Trill: Engineering a Library for Diverse Analytics
  
  Badrish Chandramouli, Jonathan Goldstein, Mike Barnett, James Terwilliger
  
  IEEE Data Engineering Bulletin | July 2016
  
  PDF Project Project
- Quickr: Lazily Approximating Complex Ad-Hoc Queries in Big Data Clusters
  
  Srikanth Kandula, Anil Shanbhag, Aleksandar Vitorovic, Matthaios Olma, Robert Grandl, Surajit Chaudhuri, Bolin Ding
  
  Proceedings of the ACM SIGMOD International Conference on Management of Data (SIGMOD 2016) | June 2016
  
  PDF Project
- PerfAugur: Robust Diagnostics for Performance Anomalies in Cloud Services
  
  Sudip Roy, Arnd Christian König, Arnd Christian König, Igor Dvorkin, Manish Kumar
  
  ICDE – 31st International Conference on Data Engineering | April 2015
  
  PDF
- Scaling Optimistic Concurrency Control by Approximately Partitioning the Certifier and Log
  
  Phil Bernstein, Sudipto Das
  
  IEEE Data Engineering Bulletin | March 2015, Vol 38(1)
  
  PDF Project
- Orleans: Distributed Virtual Actors for Programmability and Scalability
  
  Phil Bernstein, Sergey Bykov, Alan Geller, Gabriel Kliot, Jorgen Thelin
  
  MSR-TR-2014-41 | March 2014
  
  PDF Project
- CPU Sharing Techniques for Performance Isolation in Multi-tenant Relational Database-as-a-Service
  
  Sudipto Das, Vivek Narasayya, Feng Li, Manoj Syamala
  
  Proceedings of the VLDB Endowment | September 2013
  
  PDF Project
- A Secure Coprocessor for Database Applications
  
  Ravi Ramamurthy, Ken Eguro, Arvind Arasu, Raghav Kaushik, Donald Kossmann, Ramarathnam Venkatesan
  
  23rd International Conference on Field Programmable Logic and Applications (FPL) | September 2013
  
  23rd International Conference on Field Programmable Logic and Applications (FPL)
  
  PDF
- Rethinking Eventual Consistency
  
  Phil Bernstein, Sudipto Das
  
  Proceedings of the 2013 ACM SIGMOD International Conference on Management of Data | June 2013
  
  PDF Project
- A Demonstration of SQLVM: Performance Isolation in Multi-Tenant Relational Database-as-a-Service
  
  Vivek Narasayya, Sudipto Das, Manoj Syamala, Surajit Chaudhuri, Feng Li, Hyunjung Park
  
  SIGMOD 2013 | June 2013
  
  SIGMOD 2013
  
  ISBN: 978-1-4503-2037-5
  
  PDF Publication Publication Project
- Querying Encrypted Data (Tutorial)
  
  Arvind Arasu, Ken Eguro, Raghav Kaushik, Ravi Ramamurthy
  
  29th International Conference on Data Engineering (ICDE) | April 2013
  
  Tutorial presentation
  
  PDF PDF
- Orthogonal Security With Cipherbase
  
  Arvind Arasu, Spyros Blanas, Ken Eguro, Raghav Kaushik, Donald Kossmann, Ravi Ramamurthy, Ramarathnam Venkatesan
  
  6th Biennial Conference on Innovative Data Systems Research (CIDR’13) | January 2013
  
  6th Biennial Conference on Innovative Data Systems Research (CIDR'13)
  
  PDF PDF
- SQLVM: Performance Isolation in Multi-Tenant Relational Database-as-a-Service
  
  Vivek Narasayya, Sudipto Das, Manoj Syamala, Badrish Chandramouli, Surajit Chaudhuri
  
  CIDR 2013 | January 2013
  
  PDF PDF Project
- Engineering Performance and Security with Cipherbase
  
  Arvind Arasu, Spyros Blanas, Ken Eguro, Manas Joglekar, Raghav Kaushik, Donald Kossmann, Ravi Ramamurthy, Prasang Upadhyaya, Ramarathnam Venkatesan
  
  Data Engineering Bulletin | December 2012
  
  PDF
- RACE: Real-time Applications over Cloud-Edge
  
  Badrish Chandramouli, Joris Claessens, Suman Nath, Ivo Santos, Wenchao Zhou
  
  ACM SIGMOD International Conference on Management of Data (SIGMOD 2012) | May 2012
  
  PDF Project
- On The Security Of Querying Encrypted Data
  
  Arvind Arasu, Raghav Kaushik, Ravi Ramamurthy
  
  January 2012
  
  PDF
- Rethinking Query Processing for Energy Efficiency: Slowing Down to Win the Race.
  
  Nicolas Bruno, Surajit Chaudhuri, Arnd Christian König, Vivek Narasayya, Ravi Ramamurthy, Manoj Syamala
  
  IEEE Data(base) Engineering Bulletin | November 2011, Vol 34: pp. 12-19
  
  PDF PDF PDF Publication Publication Publication
- Accurate Latency Estimation in a Distributed Event Processing System
  
  Badrish Chandramouli, Jonathan Goldstein, Roger Barga, Mirek Riedewald, Ivo Santos,
  
  27th International Conference on Data Engineering (ICDE ’11) | April 2011
  
  27th International Conference on Data Engineering (ICDE '11)
  
  PDF Project
- High-Performance Dynamic Pattern Matching over Disordered Streams
  
  Badrish Chandramouli, Jonathan Goldstein, David Maier
  
  International Conference on Very Large Databases (VLDB), Singapore | September 2010
  
  PDF Project
- Accurate Latency Estimation in a Distributed Event Processing System
  
  Badrish Chandramouli, Jonathan Goldstein, Roger Barga, Mirek Riedewald, Ivo Santos,
  
  MSR-TR-2010-146 | July 2010
  
  PDF Project
- An Extensible Test Framework for the Microsoft StreamInsight Query Processor
  
  Alex Raizman, Asvin Ananthanarayan, Anton Kirilov, Badrish Chandramouli, Mohamed Ali
  
  International Workshop on Testing Database Systems (DBTest 2010) colocated with SIGMOD 2010, Indianapolis, Indiana, USA | June 2010
  
  PDF Project
- A Static Analysis Framework for Database Applications
  
  Vivek Narasayya, Manoj Syamala, Arjun Dasgupta
  
  International Conference on Data Engineering (ICDE) | April 2009
  
  PDF Project
- ProSem: Scalable Wide-Area Publish/Subscribe
  
  Badrish Chandramouli, Jun Yang, Pankaj K. Agarwal, Albert Yu, Ying Zheng
  
  2008 ACM SIGMOD International Conference on Management of Data (SIGMOD ’08) | June 2008
  
  PDF
- Consistency Sensitive Operators in CEDR
  
  Jonathan Goldstein, Mingsheng Hong, Mohamed Ali,
  
  MSR-TR-2007-158 | December 2007
  
  PDF Project
- Fine Grained Authorization Through Predicated Grants
  
  Surajit Chaudhuri, Tanmoy Dutta, S Sudarshan
  
  IEEE International Conference on Data Engineering | April 2007
  
  IEEE International Conference on Data Engineering
  
  PDF
- Consistent Streaming Through Time: A Vision for Event Stream Processing
  
  Roger Barga, Jonathan Goldstein, Mohamed Ali, Mingsheng Hong,
  
  3rd Biennial Conference on Innovative Data Systems Research (CIDR 2007) | January 2007
  
  PDF Project
- Reliability in Single Domain vs. Multi Domain Optical Mesh Networks
  
  A. A. Akyamac, Sudipta Sengupta, Surajit Chaudhuri
  
  National Fiber Optic Engineers Conference (NFOEC) 2002, Dallas (USA) | October 2002
  
  Publication
- Analysis of Enhanced OSPF for Routing Lightpaths in Optical Mesh Networks
  
  Sudipta Sengupta, D. Saha, Surajit Chaudhuri
  
  IEEE International Conference on Communications (ICC) 2002, New York (USA) | April 2002
  
  ISBN: 0-7803-7400-2
  
  Publication Publication
- Retrieval with Learned Similarities
  
  Bailu Ding, Jiaqi Zhai
  
  The Web Conference (WWW 2025) | April 2025
  
  Preprint
- FreewayML: An Adaptive and Stable Streaming Learning Framework for Dynamic Data Stream
  
  Zheng Qin, Zheheng Liang, Lijie Xu, Wentao Wu, Mingchao Wu, Wuqiang Shen, Wei Wang
  
  IEEE 41st International Conference on Data Engineering (ICDE 2025) | April 2025
  
  Publication
- Hybrid Cost Modeling for Reducing Query Performance Regression in Index Tuning
  
  Wentao Wu
  
  IEEE Transactions on Knowledge and Data Engineering | January 2025, Vol 37(1): pp. 379-391
  
  Publication
- Budget-aware Query Tuning: An AutoML Perspective
  
  Wentao Wu, Chi Wang
  
  SIGMOD Record | October 2024, Vol 53(3): pp. 20-26
  
  Publication
- Stochastic gradient descent without full data shuffle: with applications to in-database machine learning and deep learning systems
  
  Lijie Xu, Shuang Qiu, Binhang Yuan, Jiawei Jiang, Cedric Renggli, Shaoduo Gan, Kaan Kara, Guoliang Li, Ji Liu, Wentao Wu, Jieping Ye, Ce Zhang
  
  VLDB Journal | February 2024
  
  Publication
- Data Debugging with Shapley Importance over Machine Learning Pipelines
  
  Bojan Karlas, David Dao, Matteo Interlandi, Sebastian Schelter, Wentao Wu, Ce Zhang
  
  International Conference on Learning Representations (ICLR 2024) | January 2024
  
  Publication
- ML-Powered Index Tuning: An Overview of Recent Progress and Open Challenges
  
  Tarique Siddiqui, Wentao Wu
  
  SIGMOD Record | December 2023, Vol 52(4): pp. 19-30
  
  Publication
- How Good are Machine Learning Clouds? Benchmarking Two Snapshots over 5 Years
  
  Jiawei Jiang, Yi Wei, Yu Liu, Wentao Wu, Chuang Hu, Zhigao Zheng, Ziyi Zhang, Yingxia Shao, Ce Zhang
  
  VLDB Journal | December 2023
  
  Publication
- Serving and Optimizing Machine Learning Workflows on Heterogeneous Infrastructures
  
  Yongji Wu, Danyang Zhuo, Matthew Lentz, Yao Lu
  
  VLDB | September 2023
  
  Publication
- A Systematic Evaluation of Machine Learning on Serverless Infrastructure
  
  Jiawei Jiang, Shaoduo Gan, Bo Du, Gustavo Alonso, Ana Klimovic, Ankit Singla, Wentao Wu, Sheng Wang, Ce Zhang
  
  VLDB Journal | August 2023, Vol 33(2): pp. 425-449
  
  Publication
- An Empirical Study on Challenging Math Problem Solving with GPT-4
  
  Yiran Wu, Feiran Jia, Shaokun Zhang, Hangyu Li, Erkang (Eric) Zhu, Yue Wang, Yin Tat Lee, Richard Peng, Qingyun Wu, Chi Wang
  
  June 2023
  
  arXiv | June 2023
  
  Publication Github Project Project
- Automatic Feasibility Study via Data Quality Analysis for ML: A Case-Study on Label Noise
  
  Cedric Renggli, Luka Rimanic, Luka Kolar, Wentao Wu, Ce Zhang
  
  IEEE 39th International Conference on Data Engineering (ICDE 2023) | April 2023
  
  Publication
- Budget-aware Index Tuning with Reinforcement Learning (Extended Version)
  
  Wentao Wu, Chi Wang, Tarique Siddiqui, Junxiong Wang, Vivek Narasayya, Surajit Chaudhuri, Phil Bernstein
  
  ACM SIGMOD International Conference on Management of Data (SIGMOD 2022) | June 2022
  
  Publication Publication
- Optimizing Machine Learning Inference Queries with Correlative Proxy Models
  
  Zhihui Yang, Zuozhi Wang, Yicong Huang, Yao Lu, Chen Li, X. Sean Wang
  
  VLDB | June 2022
  
  Publication PDF
- Demonstration of Accelerating Machine Learning Inference Queries with Correlative Proxy Models
  
  Zhihui Yang, Yicong Huang, Zuozhi Wang, Feng Gao, Yao Lu, Chen Li, X. Sean Wang
  
  VLDB | June 2022
  
  Publication
- In-Database Machine Learning with CorgiPile: Stochastic Gradient Descent without Full Data Shuffle
  
  Lijie Xu, Shuang Qiu, Binhang Yuan, Jiawei Jiang, Cedric Renggli, Shaoduo Gan, Kaan Kara, Guoliang Li, Ji Liu, Wentao Wu, Jieping Ye, Ce Zhang
  
  ACM SIGMOD International Conference on Management of Data (SIGMOD 2022) | June 2022
  
  Publication
- Zeus: Efficiently Localizing Actions in Videos using Reinforcement Learning
  
  Pramod Chunduri, Jaeho Bang, Yao Lu, Joy Arulraj
  
  SIGMOD | April 2022
  
  Publication
- Warper: Efficiently Adapting Learned Cardinality Estimators to Data and Workload Drifts
  
  Beibin Li (opens in new tab), Yao Lu, Srikanth Kandula
  
  SIGMOD | April 2022
  
  Publication
- Data Science Through the Looking Glass: Analysis of Millions of GitHub Notebooks and ML.NET Pipelines
  
  Fotis Psallidas, Yiwen Zhu, Bojan Karlaš (opens in new tab), Jordan Henkel, Matteo Interlandi, Subru Krishnan, Brian Kroth, Venkatesh Emani, Wentao Wu, Ce Zhang, Markus Weimer, Avrilia Floratou, Carlo Curino, Konstantinos Karanasos
  
  SIGMOD Record | March 2022
  
  Publication
- Pre-training Summarization Models of Structured Datasets for Cardinality Estimation
  
  Yao Lu, Srikanth Kandula, Arnd Christian König, Surajit Chaudhuri
  
  VLDB | November 2021
  
  Publication Project
- Q-error Bounds of Random Uniform Sampling for Cardinality Estimation
  
  Beibin Li, Yao Lu, Chi Wang, Srikanth Kandula
  
  MSR-TR-2021-29 | September 2021
  
  Published by Microsoft
  
  Publication
- OpenBox: A Generalized Black-box Optimization Service
  
  Yang Li, Yu Shen, Wentao Zhang, Yuanwei Chen, Huai Jun Jiang, Ming Chao Liu, Jiawei Jiang, Jinyang Gao, Wentao Wu, Zhi Yang, Ce Zhang, Bin Cui
  
  ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD 2021) | August 2021
  
  Publication
- Cardinality Estimation: Is Machine Learning a Silver Bullet?
  
  Beibin Li, Yao Lu, Chi Wang, Srikanth Kandula
  
  AIDB | August 2021
  
  Publication
- VolcanoML: Speeding up End-to-End AutoML via Scalable Search Space Decomposition
  
  Yang Li, Yu Shen, Wentao Zhang, Jiawei Jiang, Yaliang Li, Bolin Ding, Jingren Zhou, Zhi Yang, Wentao Wu, Ce Zhang, Bin Cui
  
  Proceedings of the VLDB Endowment (VLDB 2021) | August 2021
  
  Publication
- The Case for ML-Enhanced High-Dimensional Indexes
  
  Rong Kang, Wentao Wu, Chen Wang, Ce Zhang, Jianmin Wang
  
  AIDB@VLDB 2021 | July 2021
  
  Publication Author's Version
- Towards understanding end-to-end learning in the context of data: machine learning dancing over semirings & Codd’s table
  
  Wentao Wu, Ce Zhang
  
  DEEM@SIGMOD 2021 | June 2021
  
  Publication Author's Version
- Economical Hyperparameter Optimization with Blended Search Strategy
  
  Chi Wang, Qingyun Wu, Silu Huang, Amin Saied
  
  The Ninth International Conference on Learning Representations (ICLR 2021) | May 2021
  
  Publication Github Project
- FLAML: A Fast and Lightweight AutoML Library
  
  Chi Wang, Qingyun Wu, Markus Weimer, Erkang (Eric) Zhu
  
  Fourth Conference on Machine Learning and Systems (MLSys 2021) | April 2021
  
  Publication Video Video Github Project
- Frugal Optimization for Cost-related Hyperparameters
  
  Qingyun Wu, Chi Wang, Silu Huang
  
  The Thirty-Fifth AAAI Conference on Artificial Intelligence (AAAI-21) | February 2021
  
  Author's Version Github Project
- Efficiently Approximating Selectivity Functions using Low Overhead Regression Models
  
  Anshuman Dutt, Chi Wang, Vivek Narasayya, Surajit Chaudhuri
  
  46th International Conference on Very Large Data Bases (VLDB 2020) | August 2020
  
  Publication Project
- Approximate Partition Selection for BigData Workloads using Summary Statistics
  
  Kexin Rong, Yao Lu, Srikanth Kandula, Peter Bailis, Phil Levis
  
  VLDB | August 2020
  
  DOI Project
- Contextual Fact Ranking and Its Applications in Table Synthesis and Compression
  
  Silu Huang, Jialu Liu, Flip Korn, Xuezhi Wang, You Wu, Dale Markowitz, Cong Yu
  
  25TH ACM SIGKDD CONFERENCE ON KNOWLEDGE DISCOVERY AND DATA MINING (KDD) | August 2019
  
  Publication
- Fast Approximation of Empirical Entropy via Subsampling
  
  Chi Wang, Bailu Ding
  
  25TH ACM SIGKDD CONFERENCE ON KNOWLEDGE DISCOVERY AND DATA MINING | August 2019
  
  DOI Author's Version Video Project Project
- AI Meets AI: Leveraging Query Executions to Improve Index Recommendations
  
  Bailu Ding, Sudipto Das, Ryan Marcus, Wentao Wu, Surajit Chaudhuri, Vivek Narasayya
  
  ACM SIGMOD/PODS International Conference on Management of Data (SIGMOD 2019) | May 2019
  
  Publication Project
- Efficient Identification of Approximate Best Configuration of Training in Large Datasets
  
  Silu Huang, Chi Wang, Bolin Ding, Surajit Chaudhuri
  
  Proceedings of the 33rd AAAI Conference on Artificial Intelligence | January 2019
  
  Publication Access
- ABC: Efficient Selection of Machine Learning Configuration on Large Dataset
  
  Silu Huang, Chi Wang, Bolin Ding, Surajit Chaudhuri
  
  AAAI 2019 | January 2019
  
  Publication Access Project Project
- Interactive Demonstration of Probabilistic Predicates
  
  Yao Lu, Srikanth Kandula, Surajit Chaudhuri
  
  Proceedings of the ACM SIGMOD International Conference on Management of Data (SIGMOD 2018) | June 2018
  
  Publication Access Project
- Time Adaptive Sketches (Ada-Sketches) for Summarizing Data Streams
  
  Arnd Christian König, Anshumali Srivastava, Misha Bilenko
  
  ACM SIGMOD Conference | June 2016
  
  ACM SIGMOD Conference
  
  PDF
- PerfAugur: Robust Diagnostics for Performance Anomalies in Cloud Services
  
  Sudip Roy, Arnd Christian König, Arnd Christian König, Igor Dvorkin, Manish Kumar
  
  ICDE – 31st International Conference on Data Engineering | April 2015
  
  PDF
- The Trill Incremental Analytics Engine
  
  Badrish Chandramouli, Jonathan Goldstein, Mike Barnett, John Wernsing, John Platt, Robert DeLine, Danyel Fisher, James Terwilliger, Robert DeLIne
  
  MSR-TR-2014-54 | April 2014
  
  PDF Project
- Stat! – An Interactive Analytics Environment for Big Data
  
  Mike Barnett, Badrish Chandramouli, Robert DeLIne, Steven Drucker, Danyel Fisher, Jonathan Goldstein, Patrick Morrison, John Platt
  
  ACM SIGMOD International Conference on Management of Data (SIGMOD 2013) | June 2013
  
  PDF Project Project
- Hashing Algorithms for Large-Scale Learning
  
  Ping Li, Anshumali Shrivastava, Joshua Moore, Arnd Christian König
  
  Twenty-Fifth Annual Conference on Neural Information Processing Systems (NIPS) | December 2011
  
  Twenty-Fifth Annual Conference on Neural Information Processing Systems (NIPS)
  
  PDF Project
- A Learning Framework for Self-Tuning Histograms
  
  Prateek Jain, Srivatsan Laxman, Arvind Arasu
  
  December 2011
  
  Preprint
- Improving Clustering by Learning a Bi-Stochastic Data Similarity Matrix
  
  Fei Wang, Ping Li, Arnd Christian König, Muting Wan
  
  Knowledge and Information Systems (KAIS) | August 2011
  
  PDF
- Learning a Bi-Stochastic Data Similarity Matrix
  
  Fei Wang, Ping Li, Arnd Christian König, Arnd Christian König
  
  The 10th International Conference on Data Mining (ICDM) | December 2010
  
  PDF Project
- Who Talks to Whom: Modeling Latent Structures in Dialogue Documents
  
  Bailu Ding, Jiang-Ming Yang, Chong Wang, Rui Cai, Zhiwei Li (李志伟), Lei Zhang
  
  NIPS Workshop on Applications for Topic Models: Text and Beyond | July 2009
  
  Publication
- STHoles: A Multidimensional Workload-Aware Histogram
  
  Nicolas Bruno, Surajit Chaudhuri, Luis Gravano
  
  MSR-TR-2001-36 | March 2001
  
  Published by Microsoft
  
  Publication Project Project
- On Matching Schemas Automatically
  
  Erhard Rahm, Phil Bernstein
  
  MSR-TR-2001-17 | February 2001
  
  PDF Project
- A Vision for Management of Complex Models
  
  Phil Bernstein, Alon Y. Levy, Rachel A. Pottinger
  
  MSR-TR-2000-53 | June 2000
  
  PDF
- Accurate Query Optimization by Sub-plan Memoization
  
  Ashraf Aboulnaga, Surajit Chaudhuri
  
  MSR-TR-1999-102 | December 1999
  
  Document PDF Project
- A Critique of ANSI SQL Isolation Levels
  
  Hal Berenson, Phil Bernstein, Jim Gray, Jim Melton, Elizabeth O'Neil, Patrick O'Neil
  
  MSR-TR-95-51 | June 1995
  
  PDF Document Publication
- QURE: AI-assisted and Automatically Verified UDF Inlining
  
  Tarique Siddiqui, Arnd Christian König, Jiashen Cao, Cong Yan, Shuvendu Lahiri (shuvendu)
  
  Proceedings of the ACM on Management of Data (SIGMOD 2025) | February 2025, Vol 3
  
  Publication Project
- SilvanForge: A Schedule-Guided Retargetable Compiler for Decision Tree Inference
  
  Ashwin Prasad, Sampath Rajendra, Kaushik Rajan, R Govindarajan, Uday Bondhugula
  
  Symposium on Operating Systems Principles | November 2024
  
  Publication Project
- FastVer2: A Provably Correct Monitor for Concurrent, Key-Value Stores
  
  Arvind Arasu, Tahina Ramananandro, Aseem Rastogi, Nikhil Swamy, Aymeric Fromherz, Kesha Hietala, Bryan Parno, Ravi Ramamurthy
  
  Certified Programs and Proofs | January 2023
  
  Publication Author's Version Project
- Netherite: Efficient Execution of Serverless Workflows
  
  Sebastian Burckhardt, Badrish Chandramouli, Chris Gillum, David Justo, Konstantinos Kallas, Connor McMahon, Christopher S. Meiklejohn, Xiangfeng Zhu
  
  VLDB 2022 | April 2022
  
  Publication PDF
- Magpie: Python at Speed and Scale using Cloud Backends
  
  Alekh Jindal, Venkatesh Emani, Maureen Daum, Olga Poppe, Brandon Haynes, Anna Pavlenko, Ayushi Gupta, Karthik Ramachandra, Carlo Curino, Andreas C. Müller, Wentao Wu, Hiren Patel
  
  Conference on Innovative Data Systems Research (CIDR 2021) | February 2021
  
  Publication Video Video
- A.M.B.R.O.S.I.A: Providing Performant Virtual Resiliency for Distributed Applications
  
  Jonathan Goldstein, Ahmed Abdelhamid, Mike Barnett, Sebastian Burckhardt, Badrish Chandramouli, Darren Gehring, Niel Lebeck, Christopher Meiklejohn, Umar Farooq Minhas, Ryan Newton, Rahee Ghosh Peshawaria, Tal Zaccai, Irene Zhang
  
  MSR-TR-2018-40 | December 2018
  
  Published by Microsoft
  
  This paper describes the main ideas and research behind the open source Ambrosia platform for writing resilient distributed applications.
  
  Publication Project Project
- Tempe: An Interactive Data Science Environment for Exploration of Temporal and Streaming Data
  
  Danyel Fisher, Badrish Chandramouli, Robert DeLIne, Jonathan Goldstein, Andrei Aron, Mike Barnett, John Platt, James Terwilliger, John Wernsing
  
  MSR-TR-2014-148 | November 2014
  
  PDF Project Project
- The Trill Incremental Analytics Engine
  
  Badrish Chandramouli, Jonathan Goldstein, Mike Barnett, John Wernsing, John Platt, Robert DeLine, Danyel Fisher, James Terwilliger, Robert DeLIne
  
  MSR-TR-2014-54 | April 2014
  
  PDF Project
- Incremental Mapping Compilation in an Object-to-Relational Mapping System (Extended Version)
  
  Phil Bernstein, Marie Jacob, Jorge Perez, Guillem Rull, James Terwilliger
  
  MSR-TR-2013-45 | June 2013
  
  PDF
- Query containment in Entity SQL (Extended Abstract)
  
  Guillem Rull, Phil Bernstein, Ivo Santos, Yannis Katsis, Sergey Melnik, James Terwilliger, Ernest Teniente
  
  Proceedings of the 2013 ACM SIGMOD International Conference on Management of Data | June 2013
  
  PDF
- Incremental mapping compilation in an object-to-relational mapping system
  
  Phil Bernstein, Marie Jacob, Jorge Perez, Guillem Rull, James Terwilliger
  
  Proceedings of the 2013 ACM SIGMOD International Conference on Management of Data | June 2013
  
  An extended version of the appears as Microsoft Technical Report
  
  PDF
- The Extensibility Framework in Microsoft StreamInsight
  
  Mohamed Ali, Badrish Chandramouli, Jonathan Goldstein, Roman Schindlauer
  
  27th International Conference on Data Engineering | April 2011
  
  PDF Project
- Spatio-Temporal Stream Processing in Microsoft StreamInsight
  
  Mohamed Ali, Badrish Chandramouli, Balan Sethu Raman, Ed Katibah
  
  June 2010
  
  PDF Project
- Workload Driven Index Defragmentation
  
  Vivek Narasayya, Manoj Syamala
  
  International Conference on Data Engineering (ICDE) | March 2010
  
  PDF Project
- Rule Profiling for Query Optimizers and their Implications
  
  Surajit Chaudhuri, Leo Giakoumakis, Vivek Narasayya, Ravi Ramamurthy
  
  International Conference of Data Engineering (ICDE) | March 2010
  
  PDF Project
- On-The-Fly Progress Detection In Iterative Stream Queries
  
  Badrish Chandramouli, Jonathan Goldstein, David Maier
  
  International Conference on Very Large Databases (VLDB), Lyon, France | August 2009
  
  International Conference on Very Large Databases (VLDB), Lyon, France
  
  PDF Project
- A Framework for Testing Query Transformation Rules
  
  Vivek Narasayya, Ravi Ramamurthy, Hicham Elmongui
  
  June 2009
  
  PDF
- A Static Analysis Framework for Database Applications
  
  Vivek Narasayya, Manoj Syamala, Arjun Dasgupta
  
  International Conference on Data Engineering (ICDE) | April 2009
  
  PDF Project
- An Object-oriented Core for XML Schema
  
  Suad Alagic, Phil Bernstein
  
  MSR-TR-2008-182 | December 2008
  
  Revised May 2009
  
  PDF
- Mapping XSD to OO Schemas
  
  Suad Alagic, Phil Bernstein
  
  MSR-TR-2008-183 | December 2008
  
  PDF
- Provenance Algebra and Materialized View-based Provenance Management
  
  Satya S. Sahoo, Roger S. Barga, Jonathan Goldstein, Amit P. Sheth
  
  MSR-TR-2008-170 | November 2008
  
  PDF
- An Online Bibliography on Schema Evolution
  
  Erhard Rahm, Phil Bernstein
  
  MSR-TR-2006-141 | October 2006
  
  Document PDF Project
- Automatic Physical Database Tuning: A Relaxation-based Approach
  
  Nicolas Bruno, Surajit Chaudhuri
  
  Proceedings of the ACM International Conference on Management of Data (SIGMOD) | January 2005
  
  Publication Project
- Escapement: A Tool for Interactive Prototyping with Video via Sensor-Mediated Abstraction of Time
  
  Molly Jane Nicholas, Nicolai Marquardt, Michel Pahud, Nathalie Henry Riche, Hugo Romat (opens in new tab), Christopher Collins, David Ledo, Rohan Kadekodi, Badrish Chandramouli, Ken Hinckley
  
  CHI ’23: Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems | April 2023
  
  Publication DOI Video Project Project
- Expressive Querying for Accelerating Visual Analytics
  
  Tarique Siddiqui, Paul Luh, Zesheng Wang, Karrie Karahalios, Aditya Parameswaran
  
  Communications of the ACM (CACM) | July 2022, Vol 65(7)
  
  Research Highlight
  
  PDF Publication
- Understanding Multi-Device Usage Patterns: Physical Device Configurations and Fragmented Workflows
  
  Ye Yuan, Nathalie Henry Riche, Nicolai Marquardt, Molly Jane Nicholas, Teddy Seyed, Hugo Romat, Bongshin Lee, Michel Pahud, Jonathan Goldstein, Rojin Vishkaie, Christian Holz (opens in new tab), Ken Hinckley
  
  CHI 2022 | April 2022
  
  Publication Project Project
- SurfaceFleet: Exploring Distributed Interactions Unbounded from Device, Application, User, and Time (UIST 2020 Paper)
  
  Frederik Brudy, David Ledo, Michel Pahud, Nathalie Henry Riche, Christian Holz, Anand Waghmare, Hemant Surale, Marcus Peinado, Xiaokuan Zhang, Shannon Joyner, Badrish Chandramouli, Umar Farooq Minhas, Jonathan Goldstein, Bill Buxton, Ken Hinckley
  
  Proceedings of the 33rd Annual Symposium on User Interface Software and Technology (UIST ’20) | October 2020
  
  DOI Publication Video Video Project
- Making Sense of Temporal Queries with Interactive Visualization
  
  Leilani Battle, Danyel Fisher, Robert DeLIne, Mike Barnett, Badrish Chandramouli, Jonathan Goldstein
  
  Proceedings of the 34th Conference on Human-Computer Interaction (CHI 2016) | May 2016
  
  PDF Publication Video Project
- Tempe: An Interactive Data Science Environment for Exploration of Temporal and Streaming Data
  
  Danyel Fisher, Badrish Chandramouli, Robert DeLIne, Jonathan Goldstein, Andrei Aron, Mike Barnett, John Platt, James Terwilliger, John Wernsing
  
  MSR-TR-2014-148 | November 2014
  
  PDF Project Project
- Sample-Oriented Task-Driven Visualizations: Allowing Users to Make Better, More Confident Decisions
  
  Nivan Ferreira, Danyel Fisher, Arnd Christian König
  
  Proceedings of Conference on Human Factors in Computing Systems (CHI 2014) | April 2014
  
  PDF Project
- Stat! – An Interactive Analytics Environment for Big Data
  
  Mike Barnett, Badrish Chandramouli, Robert DeLIne, Steven Drucker, Danyel Fisher, Jonathan Goldstein, Patrick Morrison, John Platt
  
  ACM SIGMOD International Conference on Management of Data (SIGMOD 2013) | June 2013
  
  PDF Project Project
- Exploratory Visualization Involving Incremental, Approximate Database Queries and Uncertainty
  
  Danyel Fisher, Steven Drucker, Arnd Christian König
  
  MSR-TR-2012-134 | July 2012
  
  IEEE Computer Graphics and Applications
  
  PDF Project
- Real-Time Spatio-Temporal Analytics using Microsoft StreamInsight
  
  Badrish Chandramouli, Mohamed Ali, Balan S. Raman, Ed Katibah
  
  18th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems (GIS ’10), San Jose, California | November 2010
  
  PDF Project
- FastVer2: A Provably Correct Monitor for Concurrent, Key-Value Stores
  
  Arvind Arasu, Tahina Ramananandro, Aseem Rastogi, Nikhil Swamy, Aymeric Fromherz, Kesha Hietala, Bryan Parno, Ravi Ramamurthy
  
  Certified Programs and Proofs | January 2023
  
  Publication Author's Version Project
- Transaction Processing on Confidential Data Using Cipherbase
  
  Arvind Arasu, Ken Eguro, Manas Joglekar, Raghav Kaushik, Donald Kossmann, Ravi Ramamurthy
  
  31st IEEE International Conference on Data Engineering (ICDE) | April 2015
  
  PDF PDF
- Transaction Processing on Confidential Data Using Cipherbase
  
  Arvind Arasu, Ken Eguro, Manas Joglekar, Raghav Kaushik, Donald Kossmann, Ravi Ramamurthy
  
  MSR-TR-2014-106 | August 2014
  
  PDF
- Querying Encrypted Data (Tutorial)
  
  Arvind Arasu, Ken Eguro, Raghav Kaushik, Ravi Ramamurthy
  
  2014 ACM SIGMOD Conference | June 2014
  
  PDF PDF
- Oblivious Query Processing
  
  Arvind Arasu, Raghav Kaushik
  
  17th International Conference on Database Theory (ICDT) | March 2014
  
  PDF
- Querying Encrypted Data (Tutorial)
  
  Arvind Arasu, Ken Eguro, Raghav Kaushik, Ravi Ramamurthy
  
  29th International Conference on Data Engineering (ICDE) | April 2013
  
  Tutorial presentation
  
  PDF PDF
- Orthogonal Security With Cipherbase
  
  Arvind Arasu, Spyros Blanas, Ken Eguro, Raghav Kaushik, Donald Kossmann, Ravi Ramamurthy, Ramarathnam Venkatesan
  
  6th Biennial Conference on Innovative Data Systems Research (CIDR’13) | January 2013
  
  6th Biennial Conference on Innovative Data Systems Research (CIDR'13)
  
  PDF PDF
- Engineering Performance and Security with Cipherbase
  
  Arvind Arasu, Spyros Blanas, Ken Eguro, Manas Joglekar, Raghav Kaushik, Donald Kossmann, Ravi Ramamurthy, Prasang Upadhyaya, Ramarathnam Venkatesan
  
  Data Engineering Bulletin | December 2012
  
  PDF
- On The Security Of Querying Encrypted Data
  
  Arvind Arasu, Raghav Kaushik, Ravi Ramamurthy
  
  January 2012
  
  PDF
- Fine Grained Authorization Through Predicated Grants
  
  Surajit Chaudhuri, Tanmoy Dutta, S Sudarshan
  
  IEEE International Conference on Data Engineering | April 2007
  
  IEEE International Conference on Data Engineering
  
  PDF
- Generic Schema Matching With Cupid
  
  Jayant Madhavan, Phil Bernstein, Erhard Rahm
  
  MSR-TR-2001-58 | August 2001
  
  PDF Publication Project
- PACk: An Efficient Partition-based Distributed Agglomerative Hierarchical Clustering Algorithm for Deduplication
  
  Yue Wang, Vivek Narasayya, Yeye He, Surajit Chaudhuri
  
  VLDB 2022 | February 2022
  
  Publication Project
- Frugal Optimization for Cost-related Hyperparameters
  
  Qingyun Wu, Chi Wang, Silu Huang
  
  The Thirty-Fifth AAAI Conference on Artificial Intelligence (AAAI-21) | February 2021
  
  Author's Version Github Project
- Fast Approximation of Empirical Entropy via Subsampling
  
  Chi Wang, Bailu Ding
  
  25TH ACM SIGKDD CONFERENCE ON KNOWLEDGE DISCOVERY AND DATA MINING | August 2019
  
  DOI Author's Version Video Project Project
- Worry-Free Database Upgrades: Automated Model-Driven Evolution of Schemas and Complex Mappings
  
  James Terwilliger, Phil Bernstein, Adi Unnithan
  
  January 2010
  
  PDF Project
- Mapping XSD to OO Schemas
  
  Suad Alagic, Phil Bernstein
  
  MSR-TR-2008-183 | December 2008
  
  PDF
- An Online Approach to Physical Design Tuning
  
  Surajit Chaudhuri, Nicolas Bruno
  
  Proceedings of the International Conference on Data Engineering (ICDE) | January 2007
  
  Publication Project
- Redundant Bit Vectors for Quickly Searching High-Dimensional Regions
  
  Jonathan Goldstein, John Platt, Chris J.C. Burges
  
  May 2005
  
  PDF Publication
- Challenges in Precisely Aligning Models of Human Anatomy Using Generic Schema Matching
  
  Peter Mork, Rachel A. Pottinger, Phil Bernstein
  
  MSR-TR-2003-76 | September 2003
  
  PDF Project
- Robust and Efficient Fuzzy Match for Online Data Cleaning
  
  Surajit Chaudhuri, Kris Ganjam, Venky Ganti, Rajeev Motwani
  
  January 2003
  
  PDF Project
- A Robust, Optimization-Based Approach for Approximate Answering of Aggregate Queries
  
  Surajit Chaudhuri, Gautam Das, Vivek Narasayya
  
  MSR-TR-2001-37 | May 2001
  
  Technical Report UU-CS-2001-35, Departement of Computer Science, Universiteit Utrecht
  
  Document PDF Project
- Overcoming Limitations of Sampling for Aggregation Queries
  
  Mayur Datar, Rajeev Motwani, Vivek Narasayya, Gautam Das, Surajit Chaudhuri
  
  17th International Conference on Data Engineering | April 2001
  
  PDF
- Automating Statistics Management for Query Optimizers
  
  Surajit Chaudhuri, Vivek Narasayya
  
  16th International Conference on Data Engineering | March 2000
  
  16th International Conference on Data Engineering
  
  PDF Project
- Integration of Data Mining and Relational Databases
  
  Amir Netz, Jeff Bernhardt, Usama Fayyad, Surajit Chaudhuri
  
  Proceedings of the 26th International Conference on Very Large Databases | January 2000
  
  Proceedings of the 26th International Conference on Very Large Databases
  
  PDF Project
- On Random Sampling over Joins
  
  Surajit Chaudhuri, Rajeev Motwani, Vivek Narasayya
  
  SIGMOD | June 1999
  
  PDF Project
- Index Merging
  
  Surajit Chaudhuri, Vivek Narasayya
  
  15th International Conference on Data Engineering | April 1999
  
  PDF Project
- Random Sampling for Histogram Construction: How Much is Enough?
  
  Surajit Chaudhuri, Rajeev Motwani, Vivek Narasayya
  
  SIGMOD | June 1998
  
  Publication Publication Project Project
- AutoAdmin “What-If” Index Analysis Utility
  
  Surajit Chaudhuri, Vivek Narasayya
  
  SIGMOD | June 1998
  
  Publication Publication Project
- An Overview of Query Optimization in Relational Systems (paper)
  
  Surajit Chaudhuri
  
  January 1998
  
  Published by Association for Computing Machinery, Inc., January 1998 | Proceedings of 1998 ACM PODS edition edition
  
  Proceedings of 1998 ACM PODS
  
  PDF Project
- An Overview of Query Optimization in Relational Systems (slides)
  
  Surajit Chaudhuri
  
  Proceedings of 1998 ACM PODS | January 1998
  
  PDF Project
- On the Efficient Gathering of Sufficient Statistics for Classification from Large SQL Databases
  
  Goetz Graefe, Usama Fayyad, Surajit Chaudhuri
  
  Proceedings of the Fourth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining | January 1998
  
  Proceedings of the Fourth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining
  
  PDF Project
- An Efficient, Cost-Driven Index Selection Tool for Microsoft SQL Server
  
  Surajit Chaudhuri, Vivek Narasayya
  
  VLDB | August 1997
  
  PDF Project
- An Overview of Data Warehousing and OLAP Technology
  
  Surajit Chaudhuri, Umeshwar Dayal
  
  Sigmod Record | March 1997
  
  PDF
- VolcanoML: Speeding up End-to-End AutoML via Scalable Search Space Decomposition
  
  Yang Li, Yu Shen, Wentao Zhang, Jiawei Jiang, Yaliang Li, Bolin Ding, Jingren Zhou, Zhi Yang, Wentao Wu, Ce Zhang, Bin Cui
  
  Proceedings of the VLDB Endowment (VLDB 2021) | August 2021
  
  Publication
- Contextual Fact Ranking and Its Applications in Table Synthesis and Compression
  
  Silu Huang, Jialu Liu, Flip Korn, Xuezhi Wang, You Wu, Dale Markowitz, Cong Yu
  
  25TH ACM SIGKDD CONFERENCE ON KNOWLEDGE DISCOVERY AND DATA MINING (KDD) | August 2019
  
  Publication
- Indexing in an Actor-Oriented Database
  
  Phil Bernstein, Mohammad Dashti, Tim Kiefer, David Maier
  
  Conference on Innovative Database Research (CIDR) | January 2017
  
  PDF Project Project
- S4: Top-k Spreadsheet-Style Search for Query Discovery
  
  Fotis Psallidas, Bolin Ding, Kaushik Chakrabarti, Surajit Chaudhuri
  
  Proceedings of the ACM SIGMOD International Conference on Management of Data (SIGMOD 2015) | June 2015
  
  PDF Publication
- Concept Expansion Using Web Tables
  
  Chi Wang, Kaushik Chakrabarti, Yeye He, Kris Ganjam, Zhimin Chen, Phil Bernstein
  
  Proceeding of 2015 International World Wide Web Conference | May 2015
  
  PDF Publication Project
- AutoTag’n Search My Photos: Leveraging the Social Graph for Photo Tagging
  
  Shobana Balakrishnan, Surajit Chaudhuri, Vivek Narasayya
  
  Proceedings of the 24th International Conference on World Wide Web Conference | May 2015
  
  PDF
- Tempe: An Interactive Data Science Environment for Exploration of Temporal and Streaming Data
  
  Danyel Fisher, Badrish Chandramouli, Robert DeLIne, Jonathan Goldstein, Andrei Aron, Mike Barnett, John Platt, James Terwilliger, John Wernsing
  
  MSR-TR-2014-148 | November 2014
  
  PDF Project Project
- Finding Patterns in a Knowledge Base using Keywords to Compose Table Answers
  
  Mohan Yang, Bolin Ding, Surajit Chaudhuri, Kaushik Chakrabarti
  
  Proceedings of the VLDB Endowment, the 41st International Conference on Very Large Data Bases (VLDB 2015) | September 2014
  
  PDF Project
- Discovering Queries based on Example Tuples
  
  Yanyan Shen, Kaushik Chakrabarti, Surajit Chaudhuri, Bolin Ding, Lev Novik
  
  Proceedings of the ACM SIGMOD International Conference on Management of Data (SIGMOD 2014) | June 2014
  
  Proceedings of the ACM SIGMOD International Conference on Management of Data (SIGMOD 2014)
  
  PDF
- b-Bit Minwise Hashing in Practice
  
  Ping Li, Anshumali Shrivastava, Arnd Christian König
  
  Proceedings of the 5th Asia-Pacific Symposium on Internetware | October 2013
  
  PDF
- Mining Acronym Expansions and Their Meanings Using Query Click Log
  
  Bilyana Taneva, Tao Cheng, Kaushik Chakrabarti, Yeye He
  
  May 2013
  
  PDF PDF Project Project
- Data Services for E-tailers Leveraging Web Search Engine Assets
  
  Tao Cheng, Kaushik Chakrabarti, Surajit Chaudhuri, Vivek Narasayya, Manoj Syamala
  
  ICDE Conference | April 2013
  
  PDF Project Project
- Orthogonal Security With Cipherbase
  
  Arvind Arasu, Spyros Blanas, Ken Eguro, Raghav Kaushik, Donald Kossmann, Ravi Ramamurthy, Ramarathnam Venkatesan
  
  6th Biennial Conference on Innovative Data Systems Research (CIDR’13) | January 2013
  
  6th Biennial Conference on Innovative Data Systems Research (CIDR'13)
  
  PDF PDF
- Efficient Episode Mining of Dynamic Event Streams
  
  Debprakash Patnaik, Srivatsan Laxman, Badrish Chandramouli, Naren Ramakrishnan
  
  IEEE International Conference on Data Mining (ICDM 2012), Brussels, Belgium | December 2012
  
  IEEE International Conference on Data Mining (ICDM 2012), Brussels, Belgium
  
  Best Papers of ICDM 2012
  
  PDF Project
- Engineering Performance and Security with Cipherbase
  
  Arvind Arasu, Spyros Blanas, Ken Eguro, Manas Joglekar, Raghav Kaushik, Donald Kossmann, Ravi Ramamurthy, Prasang Upadhyaya, Ramarathnam Venkatesan
  
  Data Engineering Bulletin | December 2012
  
  PDF
- Robust Estimation of Resource Consumption for SQL Queries using Statistical Techniques
  
  Jiexing Li, Arnd Christian König, Arnd Christian König, Vivek Narasayya, Surajit Chaudhuri
  
  38th International Conference on Very Large Databases | August 2012
  
  PDF Project
- GPU-Based Minwise Hashing
  
  Ping Li, Anshumali Shrivastava, Arnd Christian König
  
  21st International World Wide Web Conference | April 2012
  
  PDF Project
- Targeted Disambiguation of Ad-hoc, Homogeneous Sets of Named Entities
  
  Chi Wang, Kaushik Chakrabarti, Tao Cheng, Surajit Chaudhuri
  
  Proceeding of 2012 International World Wide Web Conference | April 2012
  
  Proceeding of 2012 International World Wide Web Conference
  
  PDF
- Context-aware Search for Personal Information Management Systems
  
  Jidong Chen, Wentao Wu, Hang Guo, Wei Wang
  
  Proceedings of the Twelfth SIAM International Conference on Data Mining (SDM 2012) | April 2012
  
  Publication
- A Statistical Approach Towards Robust Progress Estimation
  
  Arnd Christian König, Surajit Chaudhuri, Vivek Narasayya, Bolin Ding
  
  38th International Conference on Very Large Databases | January 2012
  
  PDF Project
- InfoGather: Entity Augmentation and Attribute Discovery By Holistic Matching with Web Tables
  
  Mohamed Yakout, Kris Ganjam, Kaushik Chakrabarti, Surajit Chaudhuri
  
  ACM SIGMOD Conference | January 2012
  
  PDF Project Project
- A Framework for Robust Discovery of Entity Synonyms
  
  Kaushik Chakrabarti, Surajit Chaudhuri, Tao Cheng
  
  SIGKDD | January 2012
  
  PDF Project Project
- Hashing Algorithms for Large-Scale Learning
  
  Ping Li, Anshumali Shrivastava, Joshua Moore, Arnd Christian König
  
  Twenty-Fifth Annual Conference on Neural Information Processing Systems (NIPS) | December 2011
  
  Twenty-Fifth Annual Conference on Neural Information Processing Systems (NIPS)
  
  PDF Project
- b-Bit Minwise Hashing for Large-Scale Learning
  
  Ping Li, Anshumali Shrivastava, Joshua Moore, Arnd Christian König
  
  Big Learning 2011: NIPS 2011 Workshop on Algorithms, Systems, and Tools for Learning at Scale | December 2011
  
  Big Learning 2011: NIPS 2011 Workshop on Algorithms, Systems, and Tools for Learning at Scale
  
  PDF Project
- AutoAdmin Project at Microsoft Research: Lessons Learned
  
  Surajit Chaudhuri, Arnd Christian König, Arnd Christian König, Vivek Narasayya, Ravi Ramamurthy, Manoj Syamala, Nicolas Bruno (nicolasbruno)
  
  Bulletin of the IEEE Computer Society Technical Committee on Data Engineering | December 2011
  
  Publication Project
- Improving Clustering by Learning a Bi-Stochastic Data Similarity Matrix
  
  Fei Wang, Ping Li, Arnd Christian König, Muting Wan
  
  Knowledge and Information Systems (KAIS) | August 2011
  
  PDF
- Theory and Applications of b-Bit Minwise Hashing
  
  Ping Li, Arnd Christian König
  
  Communications of the ACM | August 2011
  
  PDF Publication Project
- Improving Local Search Ranking through External Logs
  
  Klaus Berberich, Arnd Christian König, Dimitrios Lymberopoulos, Peixiang Zhao, ,
  
  34th Annual ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2011) | July 2011
  
  34th Annual ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2011)
  
  PDF Project
- iMecho: a context-aware desktop search system
  
  Jidong Chen, Hang Guo, Wentao Wu, Wei Wang
  
  Proceeding of the 34th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2011) | July 2011
  
  Publication Publication
- Efficient Document Clustering via Online Nonnegative Matrix Factorizations
  
  Fei Wang, Chenhao Tan, Arnd Christian König, Ping Li
  
  Eleventh SIAM International Conference on Data Mining | April 2011
  
  Eleventh SIAM International Conference on Data Mining
  
  PDF Project
- Interval-Based Pruning for Top-k Processing over Compressed Lists
  
  Kaushik Chakrabarti, Surajit Chaudhuri, Venkatesh Ganti
  
  ICDE Conference | April 2011
  
  ICDE Conference
  
  PDF Project
- Dagstuhl Seminar on Robust Query Processing – Summary and Abstracts Collection
  
  Goetz Graefe, Harumi Anne Kuno, Arnd Christian König, Volker Markl, Kai-Uwe Sattler
  
  February 2011
  
  PDF Publication
- Fast Set Intersection in Memory
  
  Bolin Ding, Arnd Christian König
  
  37th International Conference on Very Large Databases (VLDB) | January 2011
  
  PDF Project
- Automatically Tagging Entities with Descriptive Phrases
  
  Kaushik Chakrabarti, Surajit Chaudhuri, Tao Cheng, Dong Xin
  
  WWW (Poster paper) | January 2011
  
  PDF Project
- Location-aware Click Prediction in Mobile local Search
  
  Dimitrios Lymberopoulos, Peixiang Zhao, Arnd Christian König, Klaus Berberich, Jie Liu
  
  Conference in Information and Knoweledge Management (CIKM) | January 2011
  
  PDF
- Learning a Bi-Stochastic Data Similarity Matrix
  
  Fei Wang, Ping Li, Arnd Christian König, Arnd Christian König
  
  The 10th International Conference on Data Mining (ICDM) | December 2010
  
  PDF Project
- b-Bit Minwise Hashing for Estimating Three-Way Similarities
  
  Ping Li, Arnd Christian König, Wenhao Gui
  
  Twenty-Fourth Annual Conference on Neural Information Processing Systems (NIPS) | December 2010
  
  PDF Project
- Object-Oriented Constraints for XML Schema
  
  Suad Alagic, Phil Bernstein, Ruchi Jairath
  
  ICOODB | September 2010
  
  PDF Publication Publication
- Automated Co-evoluation of Conceptual Models, Physical Databases, and Mapings
  
  James Terwilliger, Phil Bernstein, Adi Unnithan
  
  Conceptual Modeling — ER 2010 | September 2010
  
  ISBN: 978-3-642-16372-2
  
  Publication
- Query Portals: Dynamically Generating Portals for Entity-Oriented Web Queries
  
  Sanjay Agrawal, Kaushik Chakrabarti, Surajit Chaudhuri, Venkatesh Ganti, Arnd Christian König, Arnd Christian König, Dong Xin
  
  International Conference on Management of Data (SIGMOD 2010) | June 2010
  
  International Conference on Management of Data (SIGMOD 2010)
  
  PDF Project Project
- On Indexing Error-Tolerant Set Containment
  
  Parag Agrawal, Arvind Arasu, Raghav Kaushik
  
  Proceedings of the ACM SIGMOD International Conference on Management of Data (SIGMOD) | June 2010
  
  Proceedings of the ACM SIGMOD International Conference on Management of Data (SIGMOD)
  
  PDF Project
- b-Bit Minwise Hashing
  
  Ping Li, Arnd Christian König
  
  Nineteenth International World Wide Web Conference (WWW 2010) | April 2010
  
  PDF Project
- Interactive Physical Design Tuning
  
  Nicolas Bruno, Surajit Chaudhuri
  
  ICDE | April 2010
  
  Publication Access
- Precomputing Search Features for Fast and Accurate Query Classification
  
  Arnd Christian König, Arnd Christian König, Venkatesh Ganti, Xiao Li, Venky Ganti
  
  Third ACM International Conference on Web Search and Data Mining (WSDM 2010) | February 2010
  
  Third ACM International Conference on Web Search and Data Mining (WSDM 2010)
  
  PDF Project
- Worry-Free Database Upgrades: Automated Model-Driven Evolution of Schemas and Complex Mappings
  
  James Terwilliger, Phil Bernstein, Adi Unnithan
  
  January 2010
  
  PDF Project
- Reverse Engineering Models from Databases to Bootstrap Application Development
  
  Ankit Malpani, Phil Bernstein, Sergey Melnik, James Terwilliger
  
  International Conference on Data Engineering | January 2010
  
  PDF Project
- iMecho: an associative memory based desktop search system
  
  Jidong Chen, Hang Guo, Wentao Wu, Wei Wang
  
  Proceedings of the 18th ACM Conference on Information and Knowledge Management (CIKM 2009) | November 2009
  
  Publication Publication
- Microsoft CEP Server and Online Behavioral Targeting
  
  Mohamed Ali, Ciprian Gerea, Beysim Sezgin, Tiho Tarnavski, Tomer Verona, Ping Wang, Peter Zabback, Anton Kirilov, Asvin Ananthanarayan, Ming Lu, Alex Raizman, Ramkumar Krishnan, Roman Schindlauer, Torsten Grabs, Sharon Bjeletich, Badrish Chandramouli, Jonathan Goldstein, Sudin Bhat, Ying Li, Vincenzo Di Nicola, Xianfang Wang, David Maier, Ivo Santos, Olivier Nano, Stephan Grell, Balan S. Raman
  
  International Conference on Very Large Data Bases (VLDB), Lyon, France | August 2009
  
  PDF Project
- Click-Through Prediction for News Queries
  
  Arnd Christian König, Michael Gamon, Qiang Wu
  
  32nd Annual ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2009) | July 2009
  
  PDF Project
- Search your memory ! – an associative memory based desktop search system
  
  Jidong Chen, Hang Guo, Wentao Wu, Chunxin Xie
  
  Proceedings of the ACM SIGMOD International Conference on Management of Data (SIGMOD 2009) | June 2009
  
  ISBN: 978-1-60558-551-2
  
  Publication Publication
- Extending Autocompletion to Tolerate Errors
  
  Surajit Chaudhuri, Raghav Kaushik
  
  ACM SIGMOD | June 2009
  
  PDF Project
- Navigation Patterns from and to Social Media
  
  Michael Gamon, Arnd Christian König
  
  3rd AAAI Conference on Weblogs and Social Media (ICWSM 2009) | May 2009
  
  PDF Project
- Exploiting Web Search Engines to Search Structured Information
  
  Sanjay Agrawal, Surajit Chaudhuri, Kaushik Chakrabarti, Venkatesh Ganti, Dong Xin, Arnd Christian König, Arnd Christian König, Venky Ganti
  
  18th International World Wide Web Conference (WWW 2009) | April 2009
  
  PDF Project Project
- A Static Analysis Framework for Database Applications
  
  Vivek Narasayya, Manoj Syamala, Arjun Dasgupta
  
  International Conference on Data Engineering (ICDE) | April 2009
  
  PDF Project
- Query Portals: Dynamically Generating Portals for Web
  
  Sanjay Agrawal, Kaushik Chakrabarti, Surajit Chaudhuri, Venky Ganti, Arnd Christian König, Dong Xin
  
  18th International World Wide Web Conference (WWW 2009) | April 2009
  
  18th International World Wide Web Conference (WWW 2009)
  
  PDF Project Project
- A Data Structure for Sponsored Search
  
  Arnd Christian König, Ken Church, Martin Markov
  
  24th International Conference on Data Engineering (ICDE) | March 2009
  
  PDF Project
- Large-Scale Deduplication with Constraints using Dedupalog
  
  Arvind Arasu, Christopher Re, Dan Suciu
  
  Proceedings of the 25th International Conference on Data Engineering, ICDE 2009 | March 2009
  
  PDF Project
- Entity Categorization over Large Document Collections
  
  Venky Ganti, Arnd Christian König, Rares Vernica
  
  14th ACM International Conference on Knowledge Discovery and Data Mining (SIGKDD 2008) | August 2008
  
  PDF Project
- A Pay-As-You-Go Framework for Query Execution Feedback
  
  Surajit Chaudhuri, Vivek Narasayya, Ravi Ramamurthy
  
  VLDB | August 2008
  
  PDF Project Project
- Transformation-based Framework for Record Matching
  
  Arvind Arasu, Surajit Chaudhuri, Raghav Kaushik
  
  Proceedings of the 24th International Conference on Data Engineering, ICDE 2008 | June 2008
  
  PDF Project
- Diagnosing Estimation Errors in Page Counts using Execution Feedback
  
  Surajit Chaudhuri, Vivek Narasayya, Ravi Ramamurthy
  
  24th International Conference on Data Engineering | April 2008
  
  24th International Conference on Data Engineering
  
  PDF
- Scalable Adhoc Entity Extraction from Text Collections
  
  Sanjay Agrawal, Kaushik Chakrabarti, Surajit Chaudhuri, Venky Ganti
  
  VLDB Conference | January 2008
  
  VLDB Conference
  
  PDF Project
- Self-Tuning Database Systems: A Decade of Progress
  
  Surajit Chaudhuri, Vivek Narasayya
  
  VLDB | September 2007
  
  PDF Project
- Bridging the Application and DBMS Profiling Divide for Database Application Developers
  
  Surajit Chaudhuri, Vivek Narasayya, Manoj Syamala
  
  VLDB | September 2007
  
  VLDB
  
  PDF Project
- Heavy-Tailed Distributions and Multi-Keyword Queries
  
  Surajit Chaudhuri, Kenneth Church, Liying Sui, Arnd Christian König, Arnd Christian König, Ken Church
  
  30th ACM SIGIR International Conference on Research & Developement on Information Retreival | July 2007
  
  PDF Project
- Example Driven Design of Efficient Record Matching Queries
  
  Surajit Chaudhuri, Bee Chung Chen, Venky Ganti, Raghav Kaushik
  
  VLDB | January 2007
  
  PDF Project
- Stop-and-Restart Style Execution for Long Running Decision Support Queries
  
  Surajit Chaudhuri, Raghav Kaushik, Abhijit Pol, Ravi Ramamurthy
  
  VLDB | January 2007
  
  PDF
- Efficient Exact Set-Similarity Joins
  
  Arvind Arasu, Venky Ganti, Raghav Kaushik
  
  Proceedings of the 32nd International Conference on Very Large Data Bases, VLDB 2006 | August 2006
  
  Proceedings of the 32nd International Conference on Very Large Data Bases, VLDB 2006
  
  PDF Project
- Automating Physical Database Design: Workload as a Sequence
  
  Sanjay Agrawal, Eric Chu, Vivek Narasayya
  
  SIGMOD | June 2006
  
  PDF Project
- The CQL Continuous Query Language: Semantic Foundations and Query Execution
  
  Arvind Arasu, Shivnath Babu, Jennifer Widom
  
  VLDB Journal | June 2006
  
  PDF
- Reducing the Human Overhead in Text Categorization
  
  Arnd Christian König, Eric Brill
  
  Proceedings of KDD 2006 | January 2006
  
  PDF Project
- Scalable Exploration of Physical Database Design
  
  Arnd Christian König, Shubha U. Nabar
  
  22nd International Conference on Data Engineering | January 2006
  
  PDF Project
- A Primitive Operator for Similarity Joins in Data Cleaning
  
  Surajit Chaudhuri, Venky Ganti, Raghav Kaushik
  
  ICDE | January 2006
  
  PDF
- Robust Cardinality and Cost Estimation for Skyline Operator
  
  Surajit Chaudhuri, Nilesh Dalvi, Raghav Kaushik
  
  ICDE | January 2006
  
  PDF Project
- Efficient Computation of Multiple Group-By Queries
  
  Vivek Narasayya, Zhimin Chen
  
  SIGMOD | June 2005
  
  PDF Project
- When Can we Trust Progress Estimators for SQL Queries?
  
  Surajit Chaudhuri, Raghav Kaushik, Ravishankar Ramamurthy, Ravi Ramamurthy
  
  SIGMOD | January 2005
  
  PDF
- Database Tuning Advisor for Microsoft SQL Server 2005
  
  Sanjay Agrawal, Surajit Chaudhuri, Lubor Kollar, Arun Marathe, Vivek Narasayya, Manoj Syamala
  
  VLDB | August 2004
  
  PDF Project
- Approximate Counts and Quantiles over Sliding Windows
  
  Gurmeet Singh Manku, Arvind Arasu
  
  Proceedings of the 23rd ACM SIGACT-SIGMOD-SIGART Symposium on Principles of Database Systems, PODS 2004 | June 2004
  
  PDF
- Estimating Progress of Execution for SQL Queries
  
  Surajit Chaudhuri, Vivek Narasayya, Ravi Ramamurthy
  
  SIGMOD | June 2004
  
  PDF Project
- Integrating Vertical and Horizontal Partitioning into Automated Physical Database Design
  
  Sanjay Agrawal, Vivek Narasayya, Beverly Yang
  
  SIGMOD | June 2004
  
  PDF Project
- SQLCM: A Contiuous Monitoring Framework for Relational Database Engines
  
  Surajit Chaudhuri, Arnd Christian König, Vivek Narasayya
  
  20th International Conference on Data Engineering | March 2004
  
  20th International Conference on Data Engineering
  
  PDF Publication Project
- Characterizing memory requirements for queries over continuous data streams
  
  Arvind Arasu, Brian Babcock, Shivnath Babu, Jon McAlister, Jennifer Widom
  
  ACM Transactions on Database Systems (TODS) | March 2004
  
  PDF
- Automatic Categorization of Query Results
  
  Kaushik Chakrabarti, Surajit Chaudhuri, Seung-won Hwang
  
  ACM SIGMOD Conference | January 2004
  
  PDF Project Project
- Primitives for Workload Summarization and Implications for SQL
  
  Surajit Chaudhuri, Prasanna Ganesan, Vivek Narasayya
  
  VLDB | September 2003
  
  VLDB
  
  PDF Project
- Robust and Efficient Fuzzy Match for Online Data Cleaning
  
  Surajit Chaudhuri, Kris Ganjam, Venky Ganti, Rajeev Motwani
  
  January 2003
  
  PDF Project
- Databases and IR: Perspectives of a SQL Guy
  
  Surajit Chaudhuri
  
  NSF Information and Data Management PI Workshop | January 2003
  
  PDF
- On Relational Support for XML Publishing: Beyond Sorting and Tagging
  
  Surajit Chaudhuri, Raghav Kaushik, Jeffrey F. Naughton
  
  SIGMOD | January 2003
  
  SIGMOD
  
  PDF
- DBXplorer: Enabling Keyword Search over Relational Databases
  
  Sanjay Agrawal, Surajit Chaudhuri, Gautam Das
  
  ACM SIGMOD 2002 | June 2002
  
  ISBN: 1-58113-497-5
  
  Publication Publication Project
- Compressing SQL Workloads
  
  Surajit Chaudhuri, Vivek Narasayya
  
  SIGMOD | June 2002
  
  PDF Project
- Efficient Evaluation of Queries with Mining Predicates
  
  Surajit Chaudhuri, Sunita Sarawagi, Vivek Narasayya
  
  Proceedings of 18th International Conference on Data Engineering | January 2002
  
  PDF Project
- BLEWS: Using Blogs to Provide Context for News Articles
  
  Michael Gamon, Sumit Basu, Dmitriy Belenko, Danyel Fisher, Matthew Hurst, Arnd Christian König
  
  2nd AAAI Conference on Weblogs and Social Media (ICWSM 2008) | April 2008
  
  PDF Publication Project
- Interactive Demonstration of Probabilistic Predicates
  
  Yao Lu, Srikanth Kandula, Surajit Chaudhuri
  
  Proceedings of the ACM SIGMOD International Conference on Management of Data (SIGMOD 2018) | June 2018
  
  Publication Access Project
- AutoTag’n Search My Photos: Leveraging the Social Graph for Photo Tagging
  
  Shobana Balakrishnan, Surajit Chaudhuri, Vivek Narasayya
  
  Proceedings of the 24th International Conference on World Wide Web Conference | May 2015
  
  PDF
- Supporting Distributed Feed-Following Apps over Edge Devices
  
  Badrish Chandramouli, Suman Nath, Wenchao Zhou
  
  International Conference on Very Large Databases | August 2014
  
  PDF Project
- Supporting Distributed Feed-Following Apps over Edge Devices
  
  Badrish Chandramouli, Suman Nath, Wenchao Zhou
  
  MSR-TR-2012-73 | July 2012
  
  PDF
- A Secure Coprocessor for Database Applications
  
  Ravi Ramamurthy, Ken Eguro, Arvind Arasu, Raghav Kaushik, Donald Kossmann, Ramarathnam Venkatesan
  
  23rd International Conference on Field Programmable Logic and Applications (FPL) | September 2013
  
  23rd International Conference on Field Programmable Logic and Applications (FPL)
  
  PDF
- Engineering Performance and Security with Cipherbase
  
  Arvind Arasu, Spyros Blanas, Ken Eguro, Manas Joglekar, Raghav Kaushik, Donald Kossmann, Ravi Ramamurthy, Prasang Upadhyaya, Ramarathnam Venkatesan
  
  Data Engineering Bulletin | December 2012
  
  PDF
- On The Security Of Querying Encrypted Data
  
  Arvind Arasu, Raghav Kaushik, Ravi Ramamurthy
  
  January 2012
  
  PDF
- Implementing an Append-Only Interface for Semiconductor Storage
  
  Colin Reid, Phil Bernstein
  
  IEEE Data Eng. Bull. | January 2010, Vol 33: pp. 14-20
  
  PDF
- Exploratory Visualization Involving Incremental, Approximate Database Queries and Uncertainty
  
  Danyel Fisher, Steven Drucker, Arnd Christian König
  
  MSR-TR-2012-134 | July 2012
  
  IEEE Computer Graphics and Applications
  
  PDF Project
- Redundant Bit Vectors for Quickly Searching High-Dimensional Regions
  
  Jonathan Goldstein, John Platt, Chris J.C. Burges
  
  May 2005
  
  PDF Publication
- The Microsoft Database Research Group
  
  Surajit Chaudhuri, Per-Ake Larson, Vivek Narasayya, David Lomet, , Paul Larson
  
  January 1998
  
  Publication
- Variance Aware Optimization of Parameterized Queries
  
  Surajit Chaudhuri, Vivek Narasayya, Hongrae Lee
  
  ACM SIGMOD | June 2010
  
  ACM SIGMOD
  
  PDF Project Project
- Translating Schemas and Data Between Metamodels
  
  Peter Mork, Philip A. Bernstein, Sergey Melnik, Phil Bernstein
  
  MSR-TR-2007-36 | April 2007
  
  PDF Project
- The Lowell Database Research Self Assessment
  
  Stan Zdonik, Jennifer Widom, Gerhard Weikum, Jeff Ullman, Rick Snodgrass, Mike Stonebraker, Avi Silberschatz, Timos Sellis, Hans Schek, Jeff Naughton, David Maier, Serge Abiteboul, Rakesh Agrawal, Phil Bernstein, Mike Carey, Stefano Ceri, Bruce Croft, David DeWitt, Mike Franklin, Hector Garcia Molina, Dieter Gawlick, Jim Gray, Laura Haas, Alon Halevy, Joe Hellerstein, Yannis Ioannidis, Martin Kersten, Michael Pazzani, Mike Lesk
  
  MSR-TR-2003-69 | June 2003
  
  PDF Document Publication
- Extracting structured data from Web pages
  
  Arvind Arasu, Hector Garcia-Molina
  
  Proceedings of the 2003 ACM SIGMOD International Conference on Management of Data | June 2003
  
  PDF

- An Overview of Query Optimization in Relational Systems (paper)
  
  Surajit Chaudhuri
  
  January 1998
  
  Published by Association for Computing Machinery, Inc., January 1998 | Proceedings of 1998 ACM PODS edition edition
  
  Proceedings of 1998 ACM PODS
  
  PDF Project
- Auto-Relate: A Unified Approach to Discovering Reliable Functional Relationships Leveraging Statistical Tests
  
  Ziyan Han, Yeye He, Shuyuan Kang, Min Xie, Weiwei Cui, Song Ge, Haidong Zhang, Dongmei Zhang, Surajit Chaudhuri, Rui Mao, Jianbin Qin
  
  June 2026
  
  arXiv | June 2026
  
  Publication
- An Empirical Study on Challenging Math Problem Solving with GPT-4
  
  Yiran Wu, Feiran Jia, Shaokun Zhang, Hangyu Li, Erkang (Eric) Zhu, Yue Wang, Yin Tat Lee, Richard Peng, Qingyun Wu, Chi Wang
  
  June 2023
  
  arXiv | June 2023
  
  Publication Github Project Project
- Capacity Performance of Dynamic Provisioning in Optical Networks
  
  Ravi Ramamurthy, Z. Bogdanowicz, S. Samieian, D. Saha, B. Rajagopalan, Sudipta Sengupta, Surajit Chaudhuri, K. Bala
  
  Invited paper, IEEE/OSA Journal of Lightwave Technology | January 2001, Vol 19(1): pp. 40-48
  
  Publication Publication
- Microsoft Repository Version 2 and The Open Information Model
  
  Phil Bernstein, Thomas Bergstraesser, Jason Carlson, Shankar Pal, Paul Sanders, David Shutt
  
  Information Systems | April 1999, Vol 24(2): pp. 71-98
  
  Publication Publication
- Towards Self-Tuning Memory Management for Data Servers
  
  Gerhard Weikum, Arnd Christian König, Arnd Christian König, Achim Kraiss, Marcus Sinnwell
  
  Data Engineering Bulletin | January 1999, Vol 22(2)
  
  PDF
- An Overview of Data Warehousing and OLAP Technology
  
  Surajit Chaudhuri, Umeshwar Dayal
  
  Sigmod Record | March 1997
  
  PDF
- Understanding and Detecting Query Performance Regression in Practical Index Tuning
  
  Wentao Wu, Anshuman Dutt, Gaoxiang Xu, Vivek Narasayya, Surajit Chaudhuri
  
  Proceedings of the ACM on Management of Data (SIGMOD 2026) | December 2025, Vol 3(6)
  
  Publication
- Scaling GPU-Accelerated Databases Beyond GPU Memory Size
  
  Yinan Li, Bailu Ding, Ziyun Wei, Lukas M. Maas, Momin Al-Ghosien, Spyros Blanas, Nicolas Bruno, Carlo Curino, Matteo Interlandi, Craig Peeper, Kaushik Rajan, Surajit Chaudhuri, Johannes Gehrke
  
  Proc. VLDB Endow. | June 2025, Vol 18: pp. 4518-4531
  
  DOI Publication
- Netherite: Efficient Execution of Serverless Workflows (Extended Journal Version)
  
  Sebastian Burckhardt, Badrish Chandramouli, Chris Gillum (cgillum), David Justo (dajusto), Konstantinos Kallas, Connor McMahon, Christopher S. Meiklejohn, Xiangfeng Zhu
  
  VLDB J. | February 2025, Vol 34: pp. 25
  
  Special Issue "Best of VLDB 2022"
  
  DOI Publication
- QURE: AI-assisted and Automatically Verified UDF Inlining
  
  Tarique Siddiqui, Arnd Christian König, Jiashen Cao, Cong Yan, Shuvendu Lahiri (shuvendu)
  
  Proceedings of the ACM on Management of Data (SIGMOD 2025) | February 2025, Vol 3
  
  Publication Project
- Hybrid Cost Modeling for Reducing Query Performance Regression in Index Tuning
  
  Wentao Wu
  
  IEEE Transactions on Knowledge and Data Engineering | January 2025, Vol 37(1): pp. 379-391
  
  Publication
- Budget-aware Query Tuning: An AutoML Perspective
  
  Wentao Wu, Chi Wang
  
  SIGMOD Record | October 2024, Vol 53(3): pp. 20-26
  
  Publication
- Cloud Actor-Oriented Database Transactions in Orleans
  
  Tamer Eldeeb, Sebastian Burckhardt, Reuben Bond (opens in new tab), Asaf Cidon, Junfeng Yang, Phil Bernstein
  
  Proc. VLDB Endow. | July 2024, Vol 17: pp. 3720-3730
  
  DOI Publication Project
- Wii: Dynamic Budget Reallocation In Index Tuning (Extended Version)
  
  Xiaoying Wang, Wentao Wu, Chi Wang, Vivek Narasayya, Surajit Chaudhuri
  
  Proceedings of the ACM on Management of Data (SIGMOD 2024) | June 2024, Vol 2(3)
  
  Publication Publication
- Wred: Workload Reduction for Scalable Index Tuning
  
  Matteo Brucato, Tarique Siddiqui, Wentao Wu, Vivek Narasayya, Surajit Chaudhuri
  
  Proceedings of the ACM on Management of Data (SIGMOD 2024) | March 2024, Vol 2(1)
  
  Publication
- Stochastic gradient descent without full data shuffle: with applications to in-database machine learning and deep learning systems
  
  Lijie Xu, Shuang Qiu, Binhang Yuan, Jiawei Jiang, Cedric Renggli, Shaoduo Gan, Kaan Kara, Guoliang Li, Ji Liu, Wentao Wu, Jieping Ye, Ce Zhang
  
  VLDB Journal | February 2024
  
  Publication
- ML-Powered Index Tuning: An Overview of Recent Progress and Open Challenges
  
  Tarique Siddiqui, Wentao Wu
  
  SIGMOD Record | December 2023, Vol 52(4): pp. 19-30
  
  Publication
- How Good are Machine Learning Clouds? Benchmarking Two Snapshots over 5 Years
  
  Jiawei Jiang, Yi Wei, Yu Liu, Wentao Wu, Chuang Hu, Zhigao Zheng, Ziyi Zhang, Yingxia Shao, Ce Zhang
  
  VLDB Journal | December 2023
  
  Publication
- Analyzing the Impact of Cardinality Estimation on Execution Plans in Microsoft SQL Server
  
  Kukjin Lee, Anshuman Dutt, Vivek Narasayya, Surajit Chaudhuri
  
  PVLDB | September 2023, Vol 16(11): pp. 2871-2883
  
  Publication Project
- A Systematic Evaluation of Machine Learning on Serverless Infrastructure
  
  Jiawei Jiang, Shaoduo Gan, Bo Du, Gustavo Alonso, Ana Klimovic, Ankit Singla, Wentao Wu, Sheng Wang, Ce Zhang
  
  VLDB Journal | August 2023, Vol 33(2): pp. 425-449
  
  Publication
- High-Performance Row Pattern Recognition Using Joins
  
  Erkang (Eric) Zhu, Silu Huang, Surajit Chaudhuri
  
  Proceedings of the VLDB Endowment | February 2023, Vol 16(5): pp. 1181-1194
  
  Publication
- Expressive Querying for Accelerating Visual Analytics
  
  Tarique Siddiqui, Paul Luh, Zesheng Wang, Karrie Karahalios, Aditya Parameswaran
  
  Communications of the ACM (CACM) | July 2022, Vol 65(7)
  
  Research Highlight
  
  PDF Publication
- Data Science Through the Looking Glass: Analysis of Millions of GitHub Notebooks and ML.NET Pipelines
  
  Fotis Psallidas, Yiwen Zhu, Bojan Karlaš (opens in new tab), Jordan Henkel, Matteo Interlandi, Subru Krishnan, Brian Kroth, Venkatesh Emani, Wentao Wu, Ce Zhang, Markus Weimer, Avrilia Floratou, Carlo Curino, Konstantinos Karanasos
  
  SIGMOD Record | March 2022
  
  Publication
- Data-induced predicates for sideways information passing in query optimizers
  
  Srikanth Kandula, Laurel Orr, Surajit Chaudhuri
  
  The VLDB Journal | August 2021
  
  Publication Project
- Instance-Optimized Data Layouts for Cloud Analytics Workloads
  
  Jialin Ding, Umar Farooq Minhas, Badrish Chandramouli, Chi Wang, Yinan Li, Ying Li, Donald Kossmann, Johannes Gehrke, Tim Kraska
  
  SIGMOD 2021 | June 2021
  
  Publication
- From Sketching to Natural Language: Expressive Visual Querying for Accelerating Insight
  
  Tarique Siddiqui, Paul Luh, Zesheng Wang, Karrie Karahalios, Aditya G. Parameswaran
  
  ACM SIGMOD Record | May 2021
  
  Publication
- A Data Quality-Driven View of MLOps
  
  Cedric Renggli, Luka Rimanic, Nezihe Merve Gurel, Bojan Karlas, Wentao Wu, Ce Zhang
  
  IEEE Data Engineering Bulletin | March 2021, Vol 44(1): pp. 11-23
  
  Publication
- Model Averaging in Distributed Machine Learning: A Case Study with Apache Spark
  
  Yunyan Guo, Zhipeng Zhang, Jiawei Jiang, Wentao Wu, Ce Zhang, Bin Cui, Jianzhong Li
  
  VLDB Journal | January 2021
  
  Author's Version Publication
- Three lessons from accelerating scientific insight discovery via visual querying
  
  Doris Lee, Tarique Siddiqui, Karrie Karahalios, Aditya Parameswaran
  
  Patterns | October 2020
  
  Publication
- You can’t always sketch what you want: Understanding Sensemaking in Visual Query Systems
  
  Doris Lee, John Lee, Tarique Siddiqui, Jaewoo Kim, Karrie Karahalios, Aditya Parameswaran
  
  IEEE Transactions on Visualization and Computer Graphics | August 2019
  
  Publication
- Experiences with Approximating Queries in Microsoft’s Production Big-Data Clusters
  
  Srikanth Kandula, Kukjin Lee, Surajit Chaudhuri, Marc Friedman
  
  VLDB | August 2019, Vol 12(12)
  
  Publication Project
- Resurrecting Middle-Tier Distributed Transactions
  
  Phil Bernstein
  
  Bulletin of the Technical Committee on Data Engineering | June 2019, Vol 42(2): pp. 3-6
  
  Publication
- SIGMOD 2018 Program Committee Chair’s Report
  
  Phil Bernstein
  
  ACM SIGMOD Record | December 2018, Vol 47(4)
  
  To appear.
  
  Publication
- RC-Index: Diversifying Answers to Range Queries
  
  Yue Wang, Alexandra Meliou, Gerome Miklau
  
  International Conference on Very Large Data Bases (PVLDB) | March 2018, Vol 11: pp. 773-786
  
  Proc. VLDB Endow.
  
  PDF Publication
- Semantic Bootstrapping: A Theoretical Perspective
  
  Wentao Wu, Hongsong Li, Haixun Wang, Kenny Q. Zhu
  
  IEEE Transactions on Knowledge and Data Engineering (TKDE) | February 2017, Vol 29: pp. 446-457
  
  Publication Publication
- Data Services Leveraging Bing’s Data Assets
  
  Kaushik Chakrabarti, Surajit Chaudhuri, Zhimin Chen, Kris Ganjam, Yeye He
  
  September 2016
  
  PDF
- Trill: Engineering a Library for Diverse Analytics
  
  Badrish Chandramouli, Jonathan Goldstein, Mike Barnett, James Terwilliger
  
  IEEE Data Engineering Bulletin | July 2016
  
  PDF Project Project
- Plan Bouquets: A Fragrant Approach to Robust Query Processing
  
  Anshuman Dutt, Jayant R. Haritsa
  
  ACM Trans. Database Syst. | June 2016, Vol 41: pp. 0.459027778-0.484027778
  
  Publication Publication
- Scaling Optimistic Concurrency Control by Approximately Partitioning the Certifier and Log
  
  Phil Bernstein, Sudipto Das
  
  IEEE Data Engineering Bulletin | March 2015, Vol 38(1)
  
  PDF Project
- WideTable: An Accelerator for Analytical Data Processing
  
  Yinan Li, Jignesh M. Patel
  
  PVLDB | September 2014, Vol 7(10): pp. 907-918
  
  PDF
- Database Application Developer Tools Using Static Analysis and Dynamic Profiling
  
  Surajit Chaudhuri, Vivek Narasayya, Manoj Syamala
  
  IEEE Data Eng. Bull. | March 2014, Vol 37: pp. 38-47
  
  PDF Project
- A General Streaming Algorithm for Pattern Discovery
  
  Srivatsan Laxman, Badrish Chandramouli, Naren Ramakrishnan
  
  Knowledge and Information Systems | December 2013, Vol 37(3): pp. 585-610
  
  Publication Project
- Engineering Performance and Security with Cipherbase
  
  Arvind Arasu, Spyros Blanas, Ken Eguro, Manas Joglekar, Raghav Kaushik, Donald Kossmann, Ravi Ramamurthy, Prasang Upadhyaya, Ramarathnam Venkatesan
  
  Data Engineering Bulletin | December 2012
  
  PDF
- WHAM: A High-Throughput Sequence Alignment Method
  
  Yinan Li, Jignesh M. Patel, Allison Terrell
  
  ACM Trans. Database Syst. | December 2012, Vol 37(4): pp. 28
  
  Publication
- Experiences with using Data Cleaning Technology for Bing Services
  
  Arvind Arasu, Surajit Chaudhuri, Zhimin Chen, Kris Ganjam, Raghav Kaushik, Vivek Narasayya
  
  Data Engineering Bulletin | June 2012
  
  PDF PDF Project
- A Learning Framework for Self-Tuning Histograms
  
  Prateek Jain, Srivatsan Laxman, Arvind Arasu
  
  December 2011
  
  Preprint
- Mapping XML to a Wide Sparse Table
  
  Phil Bernstein, Liang Jeff Chen, Peter Carlin, Dimitrije Filipovic , Michael Rys, Nikita Shamgunov, James F. Terwilliger, Milos Todic, Sasa Tomasevic, Dragan Tomic
  
  IEEE Transactions on Knowledge and Data Engineering | December 2011, Vol 26(6)
  
  Publication Publication
- AutoAdmin Project at Microsoft Research: Lessons Learned
  
  Surajit Chaudhuri, Arnd Christian König, Arnd Christian König, Vivek Narasayya, Ravi Ramamurthy, Manoj Syamala, Nicolas Bruno (nicolasbruno)
  
  Bulletin of the IEEE Computer Society Technical Committee on Data Engineering | December 2011
  
  Publication Project
- Rethinking Query Processing for Energy Efficiency: Slowing Down to Win the Race.
  
  Nicolas Bruno, Surajit Chaudhuri, Arnd Christian König, Vivek Narasayya, Ravi Ramamurthy, Manoj Syamala
  
  IEEE Data(base) Engineering Bulletin | November 2011, Vol 34: pp. 12-19
  
  PDF PDF PDF Publication Publication Publication
- Towards a Domain Independent Platform for Data Cleaning
  
  Arvind Arasu, Surajit Chaudhuri, Zhimin Chen, Kris Ganjam, Raghav Kaushik, Vivek Narasayya
  
  Data Engineering Bulletin | September 2011
  
  PDF PDF Project
- Theory and Applications of b-Bit Minwise Hashing
  
  Ping Li, Arnd Christian König
  
  Communications of the ACM | August 2011
  
  PDF Publication Project
- Data Stream Management Systems for Computational Finance
  
  Badrish Chandramouli, Mohamed Ali, Jonathan Goldstein, Beysim Sezgin, Balan S. Raman
  
  IEEE Computer | December 2010
  
  PDF Project
- Implementing an Append-Only Interface for Semiconductor Storage
  
  Colin Reid, Phil Bernstein
  
  IEEE Data Eng. Bull. | January 2010, Vol 33: pp. 14-20
  
  PDF
- Structure-based graph distance measures of high degree of precision
  
  Yanghua Xiao, Hua Dong, Wentao Wu, Momiao Xiong, Wei Wang, Baile Shi
  
  Pattern Recognition (PR) | December 2008, Vol 41: pp. 3547-3561
  
  Publication Publication
- Symmetry-based structure entropy of complex networks
  
  Yanghua Xiao, Wentao Wu, Hui Wang, Momiao Xiong, Wei Wang
  
  Physica A: Statistical Mechanics and its Applications | April 2008, Vol 387: pp. 2611-2619
  
  Publication Publication
- The CQL Continuous Query Language: Semantic Foundations and Query Execution
  
  Arvind Arasu, Shivnath Babu, Jennifer Widom
  
  VLDB Journal | June 2006
  
  PDF
- Characterizing memory requirements for queries over continuous data streams
  
  Arvind Arasu, Brian Babcock, Shivnath Babu, Jon McAlister, Jennifer Widom
  
  ACM Transactions on Database Systems (TODS) | March 2004
  
  PDF
- Overcoming Limitations of Sampling for Aggregation Queries
  
  Mayur Datar, Rajeev Motwani, Vivek Narasayya, Gautam Das, Surajit Chaudhuri
  
  17th International Conference on Data Engineering | April 2001
  
  PDF
- Comparison of Centralized and Distributed Provisioning of Lightpaths in Mesh Restored Optical Networks
  
  Ravi Ramamurthy, Sudipta Sengupta, Surajit Chaudhuri
  
  Optical Fiber Communication (OFC) Conference, Anaheim (USA) | March 2001
  
  Publication Publication
- Automated Selection of Materialized Views and Indexes for SQL Databases.
  
  Sanjay Agrawal, Surajit Chaudhuri, Vivek Narasayya
  
  VLDB | September 2000
  
  VLDB
  
  PDF Project
- Automating Statistics Management for Query Optimizers
  
  Surajit Chaudhuri, Vivek Narasayya
  
  16th International Conference on Data Engineering | March 2000
  
  16th International Conference on Data Engineering
  
  PDF Project
- Integration of Data Mining and Relational Databases
  
  Amir Netz, Jeff Bernhardt, Usama Fayyad, Surajit Chaudhuri
  
  Proceedings of the 26th International Conference on Very Large Databases | January 2000
  
  Proceedings of the 26th International Conference on Very Large Databases
  
  PDF Project
- On Random Sampling over Joins
  
  Surajit Chaudhuri, Rajeev Motwani, Vivek Narasayya
  
  SIGMOD | June 1999
  
  PDF Project
- Index Merging
  
  Surajit Chaudhuri, Vivek Narasayya
  
  15th International Conference on Data Engineering | April 1999
  
  PDF Project
- Random Sampling for Histogram Construction: How Much is Enough?
  
  Surajit Chaudhuri, Rajeev Motwani, Vivek Narasayya
  
  SIGMOD | June 1998
  
  Publication Publication Project Project
- AutoAdmin “What-If” Index Analysis Utility
  
  Surajit Chaudhuri, Vivek Narasayya
  
  SIGMOD | June 1998
  
  Publication Publication Project
- The Microsoft Database Research Group
  
  Surajit Chaudhuri, Per-Ake Larson, Vivek Narasayya, David Lomet, , Paul Larson
  
  January 1998
  
  Publication
- An Overview of Query Optimization in Relational Systems (slides)
  
  Surajit Chaudhuri
  
  Proceedings of 1998 ACM PODS | January 1998
  
  PDF Project
- On the Efficient Gathering of Sufficient Statistics for Classification from Large SQL Databases
  
  Goetz Graefe, Usama Fayyad, Surajit Chaudhuri
  
  Proceedings of the Fourth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining | January 1998
  
  Proceedings of the Fourth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining
  
  PDF Project
- The Microsoft Repository
  
  Phil Bernstein, Brian Harry, Paul Sanders, David Shutt, Jason Zander
  
  VLDB 1997 | August 1997
  
  Publication
- An Efficient, Cost-Driven Index Selection Tool for Microsoft SQL Server
  
  Surajit Chaudhuri, Vivek Narasayya
  
  VLDB | August 1997
  
  PDF Project
- Fast Maintenance of Integrity Assertions Using Redundant Aggregate Data
  
  Phil Bernstein, Barbara T. Blaustein, Edmond M. Clarke
  
  International Conference on Very Large Data Bases | September 1980
  
  Publication
- What Does Boyce-Codd Normal Form Do
  
  Phil Bernstein, Nathan Goodman
  
  International Conference on Very Large Data Bases | September 1980
  
  Publication
- Timestamp-Based Algorithms for Concurrency Control in Distributed Database Systems
  
  Phil Bernstein, Nathan Goodman
  
  International Conference on Very Large Data Bases | September 1980
  
  Publication
- A Sophisticate’s Introduction to Database Normalization Theory
  
  Catriel Beeri, Phil Bernstein, Nathan Goodman
  
  International Conference on Very Large Data Bases | September 1978
  
  Publication
- Esc: An Early-stopping Checker for Budget-aware Index Tuning (Extended Version)
  
  Xiaoying Wang, Wentao Wu, Vivek Narasayya, Surajit Chaudhuri
  
  Proceedings of the VLDB Endowment (VLDB 2025) | August 2025
  
  Publication
- Retrieval with Learned Similarities
  
  Bailu Ding, Jiaqi Zhai
  
  The Web Conference (WWW 2025) | April 2025
  
  Preprint
- FreewayML: An Adaptive and Stable Streaming Learning Framework for Dynamic Data Stream
  
  Zheng Qin, Zheheng Liang, Lijie Xu, Wentao Wu, Mingchao Wu, Wuqiang Shen, Wei Wang
  
  IEEE 41st International Conference on Data Engineering (ICDE 2025) | April 2025
  
  Publication
- SilvanForge: A Schedule-Guided Retargetable Compiler for Decision Tree Inference
  
  Ashwin Prasad, Sampath Rajendra, Kaushik Rajan, R Govindarajan, Uday Bondhugula
  
  Symposium on Operating Systems Principles | November 2024
  
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- Data Debugging with Shapley Importance over Machine Learning Pipelines
  
  Bojan Karlas, David Dao, Matteo Interlandi, Sebastian Schelter, Wentao Wu, Ce Zhang
  
  International Conference on Learning Representations (ICLR 2024) | January 2024
  
  Publication
- Flexible Resource Allocation for Relational Database-as-a-Service
  
  Pankaj Arora, Surajit Chaudhuri, Sudipto Das, Junfeng Dong, Cyril George, Ajay Kalhan, Arnd Christian König, Willis Lang, Changsong Li, Feng Li, Jiaqi Liu, Lukas M. Maas, Akshay Mata, Ishai Menache, Justin Moeller, Vivek Narasayya, Matthaios Olma, Morgan Oslake, Elnaz Rezai, Yi Shan, Manoj Syamala, Shize Xu, Vasileios Zois
  
  49th International Conference on Very Large Data Bases | October 2023
  
  Publication Project
- Solver-In-The-Loop Cluster Resource Management for Database-as-a-Service
  
  Arnd Christian König, Yi Shan, Karan Newatia, Luke Marshall, Vivek Narasayya
  
  50th International Conference on Very Large Databases | September 2023
  
  Publication Project
- Serving and Optimizing Machine Learning Workflows on Heterogeneous Infrastructures
  
  Yongji Wu, Danyang Zhuo, Matthew Lentz, Yao Lu
  
  VLDB | September 2023
  
  Publication
- Auto-BI: Automatically Build BI-Models Leveraging Local Join Prediction and Global Schema Graph
  
  Yiming Lin, Yeye He, Surajit Chaudhuri
  
  VLDB 2023 | August 2023
  
  Publication Project
- Selection Pushdown in Column Stores using Bit Manipulation Instructions
  
  Yinan Li, Jianan Lu, Badrish Chandramouli
  
  2023 ACM SIGMOD Conference | June 2023
  
  Publication Project
- Ground Truth Inference for Weakly Supervised Entity Matching
  
  Renzhi Wu, Alexander Bendeck, Xu Chu, Yeye He
  
  SIGMOD 2023 | June 2023
  
  Publication
- Predicate Pushdown for Data Science Pipelines
  
  Cong Yan, Yin Lin, Yeye He
  
  SIGMOD | June 2023
  
  Best Paper Award
  
  Publication Project
- Generating Test Databases for Database-Backed Applications
  
  Cong Yan, Suman Nath, Shan Lu (opens in new tab)
  
  ICSE’23 | May 2023
  
  Publication Project
- Escapement: A Tool for Interactive Prototyping with Video via Sensor-Mediated Abstraction of Time
  
  Molly Jane Nicholas, Nicolai Marquardt, Michel Pahud, Nathalie Henry Riche, Hugo Romat (opens in new tab), Christopher Collins, David Ledo, Rohan Kadekodi, Badrish Chandramouli, Ken Hinckley
  
  CHI ’23: Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems | April 2023
  
  Publication DOI Video Project Project
- Automatic Feasibility Study via Data Quality Analysis for ML: A Case-Study on Label Noise
  
  Cedric Renggli, Luka Rimanic, Luka Kolar, Wentao Wu, Ce Zhang
  
  IEEE 39th International Conference on Data Engineering (ICDE 2023) | April 2023
  
  Publication
- FastVer2: A Provably Correct Monitor for Concurrent, Key-Value Stores
  
  Arvind Arasu, Tahina Ramananandro, Aseem Rastogi, Nikhil Swamy, Aymeric Fromherz, Kesha Hietala, Bryan Parno, Ravi Ramamurthy
  
  Certified Programs and Proofs | January 2023
  
  Publication Author's Version Project
- Tenant Placement in Over-subscribed Database-as-a-Service Clusters
  
  Arnd Christian König, Yi Shan, Tobias Ziegler, Aarati Kakaraparthy, Willis Lang, Justin Moeller, Ajay Kalhan, Vivek Narasayya
  
  48th International Conference on Very Large Databases | September 2022
  
  Publication Project
- DISTILL: Low-Overhead Data-Driven Techniques for Filtering and Costing Indexes for Scalable Index Tuning (Extended Version)
  
  Tarique Siddiqui, Wentao Wu, Vivek Narasayya, Surajit Chaudhuri
  
  VLDB 2022 | August 2022
  
  Publication
- Budget-aware Index Tuning with Reinforcement Learning (Extended Version)
  
  Wentao Wu, Chi Wang, Tarique Siddiqui, Junxiong Wang, Vivek Narasayya, Surajit Chaudhuri, Phil Bernstein
  
  ACM SIGMOD International Conference on Management of Data (SIGMOD 2022) | June 2022
  
  Publication Publication
- Optimizing Machine Learning Inference Queries with Correlative Proxy Models
  
  Zhihui Yang, Zuozhi Wang, Yicong Huang, Yao Lu, Chen Li, X. Sean Wang
  
  VLDB | June 2022
  
  Publication PDF
- Demonstration of Accelerating Machine Learning Inference Queries with Correlative Proxy Models
  
  Zhihui Yang, Yicong Huang, Zuozhi Wang, Feng Gao, Yao Lu, Chen Li, X. Sean Wang
  
  VLDB | June 2022
  
  Publication
- In-Database Machine Learning with CorgiPile: Stochastic Gradient Descent without Full Data Shuffle
  
  Lijie Xu, Shuang Qiu, Binhang Yuan, Jiawei Jiang, Cedric Renggli, Shaoduo Gan, Kaan Kara, Guoliang Li, Ji Liu, Wentao Wu, Jieping Ye, Ce Zhang
  
  ACM SIGMOD International Conference on Management of Data (SIGMOD 2022) | June 2022
  
  Publication
- ISUM: Efficiently Compressing Large and Complex Workloads for Scalable Index Tuning (Extended Version)
  
  Tarique Siddiqui, Saehan Jo, Wentao Wu, Chi Wang, Vivek Narasayya, Surajit Chaudhuri
  
  ACM SIGMOD 2022 | June 2022
  
  Publication
- Factor Windows: Cost-based Query Rewriting for Optimizing Correlated Window Aggregates
  
  Wentao Wu, Phil Bernstein, Alex Raizman, Christina Pavlopoulou
  
  IEEE 38th International Conference on Data Engineering (ICDE 2022) | May 2022
  
  Publication
- Understanding Multi-Device Usage Patterns: Physical Device Configurations and Fragmented Workflows
  
  Ye Yuan, Nathalie Henry Riche, Nicolai Marquardt, Molly Jane Nicholas, Teddy Seyed, Hugo Romat, Bongshin Lee, Michel Pahud, Jonathan Goldstein, Rojin Vishkaie, Christian Holz (opens in new tab), Ken Hinckley
  
  CHI 2022 | April 2022
  
  Publication Project Project
- Netherite: Efficient Execution of Serverless Workflows
  
  Sebastian Burckhardt, Badrish Chandramouli, Chris Gillum, David Justo, Konstantinos Kallas, Connor McMahon, Christopher S. Meiklejohn, Xiangfeng Zhu
  
  VLDB 2022 | April 2022
  
  Publication PDF
- Zeus: Efficiently Localizing Actions in Videos using Reinforcement Learning
  
  Pramod Chunduri, Jaeho Bang, Yao Lu, Joy Arulraj
  
  SIGMOD | April 2022
  
  Publication
- Warper: Efficiently Adapting Learned Cardinality Estimators to Data and Workload Drifts
  
  Beibin Li (opens in new tab), Yao Lu, Srikanth Kandula
  
  SIGMOD | April 2022
  
  Publication
- PACk: An Efficient Partition-based Distributed Agglomerative Hierarchical Clustering Algorithm for Deduplication
  
  Yue Wang, Vivek Narasayya, Yeye He, Surajit Chaudhuri
  
  VLDB 2022 | February 2022
  
  Publication Project
- CompuCache: Remote Computable Caching using Spot VMs
  
  Qizhen Zhang, Phil Bernstein, Daniel S. Berger, Badrish Chandramouli, Boon Thao Loo, Vincent Liu
  
  Conference on Innovative Data Systems Research (CIDR 2022) | January 2022
  
  Publication
- Redy: Remote Dynamic Memory Cache
  
  Qizhen Zhang, Phil Bernstein, Daniel Berger (daberg), Badrish Chandramouli
  
  VLDB 2022 | December 2021
  
  Publication
- Leveraging query logs and machine learning for parametric query optimization
  
  Kapil Vaidya, Anshuman Dutt, Vivek Narasayya, Surajit Chaudhuri
  
  VLDB 2022 | November 2021
  
  Publication Project
- Pre-training Summarization Models of Structured Datasets for Cardinality Estimation
  
  Yao Lu, Srikanth Kandula, Arnd Christian König, Surajit Chaudhuri
  
  VLDB | November 2021
  
  Publication Project
- DSB: A Decision Support Benchmark for Workload-Driven and Traditional Database Systems
  
  Bailu Ding, Surajit Chaudhuri, Johannes Gehrke, Vivek Narasayya
  
  VLDB 2022 | October 2021
  
  Publication Project
- OpenBox: A Generalized Black-box Optimization Service
  
  Yang Li, Yu Shen, Wentao Zhang, Yuanwei Chen, Huai Jun Jiang, Ming Chao Liu, Jiawei Jiang, Jinyang Gao, Wentao Wu, Zhi Yang, Ce Zhang, Bin Cui
  
  ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD 2021) | August 2021
  
  Publication
- Cardinality Estimation: Is Machine Learning a Silver Bullet?
  
  Beibin Li, Yao Lu, Chi Wang, Srikanth Kandula
  
  AIDB | August 2021
  
  Publication
- COMPARE: Accelerating Groupwise Comparison in Relational Databases for Data Analytics
  
  Tarique Siddiqui, Surajit Chaudhuri, Vivek Narasayya
  
  Proceedings of the VLDB Endowment (VLDB 2021) | August 2021
  
  Publication
- Hyperspace: The Indexing Subsystem of Azure Synapse
  
  Rahul Potharaju, Terry Kim, Eunjin Song, Wentao Wu, Lev Novik, Apoorve Dave, Andrew Fogarty, Pouria Pirzadeh, Vidip Acharya, Gurleen Dhody, Jiying Li, Sinduja Ramanujam, Nicolas Bruno, Cesar Galindo-Legaria, Vivek Narasayya, Surajit Chaudhuri, Anil K. Nori, Tomas Talius, Raghu Ramakrishnan
  
  Proceedings of the VLDB Endowment (VLDB 2021) | August 2021
  
  DOI PDF
- Crystal: A Unified Cache Storage System for Analytical Databases
  
  Dominik Durner, Badrish Chandramouli, Yinan Li
  
  Proceedings of the VLDB Endowment | August 2021
  
  Publication Project
- VolcanoML: Speeding up End-to-End AutoML via Scalable Search Space Decomposition
  
  Yang Li, Yu Shen, Wentao Zhang, Jiawei Jiang, Yaliang Li, Bolin Ding, Jingren Zhou, Zhi Yang, Wentao Wu, Ce Zhang, Bin Cui
  
  Proceedings of the VLDB Endowment (VLDB 2021) | August 2021
  
  Publication
- Optimization of threshold functions over streams
  
  Walter Cai, Phil Bernstein, Wentao Wu, Badrish Chandramouli
  
  Proceedings of the VLDB Endowment (VLDB 2021) | August 2021
  
  DOI PDF
- Nearest Neighbor Classifiers over Incomplete Information: From Certain Answers to Certain Predictions
  
  Bojan Karlas, Peng Li, Renzhi Wu, Nezihe Merve Gurel, Xu Chu, Wentao Wu, Ce Zhang
  
  Proceedings of the VLDB Endowment (VLDB 2021) | August 2021
  
  Publication
- The Case for ML-Enhanced High-Dimensional Indexes
  
  Rong Kang, Wentao Wu, Chen Wang, Ce Zhang, Jianmin Wang
  
  AIDB@VLDB 2021 | July 2021
  
  Publication Author's Version
- Auto-Pipeline: Synthesizing Complex Data Pipelines By-Target Using Reinforcement Learning and Search
  
  Junwen Yang, Yeye He, Surajit Chaudhuri
  
  VLDB 2021 | July 2021
  
  Publication Project
- FastVer: Making Data Integrity a Commodity
  
  Arvind Arasu, Aseem Rastogi, Badrish Chandramouli, Donald Kossmann, Esha Ghosh, Johannes Gehrke, Nikhil Swamy, Jonathan Protzenko, Ravi Ramamurthy, Srinath Setty, Tahina Ramananandro, Alexander van Renen, Min Xu
  
  SIGMOD | June 2021
  
  Publication Project
- Towards understanding end-to-end learning in the context of data: machine learning dancing over semirings & Codd’s table
  
  Wentao Wu, Ce Zhang
  
  DEEM@SIGMOD 2021 | June 2021
  
  Publication Author's Version
- Asynchronous Prefix Recoverability for Fast Distributed Stores
  
  Tianyu Li, Badrish Chandramouli, Jose Faleiro, Donald Kossmann, Sam Madden
  
  SIGMOD 2021 | June 2021
  
  Publication Project
- Towards Demystifying Serverless Machine Learning Training
  
  Jiawei Jiang, Shaoduo Gan, Yue Liu, Fanlin Wang, Gustavo Alonso, Ana Klimovic, Ankit Singla, Wentao Wu, Ce Zhang
  
  ACM SIGMOD International Conference on Management of Data (SIGMOD 2021) | June 2021
  
  Author's Version Publication
- Economical Hyperparameter Optimization with Blended Search Strategy
  
  Chi Wang, Qingyun Wu, Silu Huang, Amin Saied
  
  The Ninth International Conference on Learning Representations (ICLR 2021) | May 2021
  
  Publication Github Project
- Auto-Validate: Unsupervised Data Validation Using Data-Domain Patterns Inferred from Data Lakes
  
  Jie Song, Yeye He
  
  SIGMOD 2021 | April 2021
  
  Publication Project
- FLAML: A Fast and Lightweight AutoML Library
  
  Chi Wang, Qingyun Wu, Markus Weimer, Erkang (Eric) Zhu
  
  Fourth Conference on Machine Learning and Systems (MLSys 2021) | April 2021
  
  Publication Video Video Github Project
- Auto-FuzzyJoin: Auto-Program Fuzzy Similarity Joins Without Labeled Examples
  
  Peng Li, Xiang Cheng, Xu Chu, Yeye He, Surajit Chaudhuri
  
  SIGMOD 2021 | April 2021
  
  Publication Author's Version Project
- Magpie: Python at Speed and Scale using Cloud Backends
  
  Alekh Jindal, Venkatesh Emani, Maureen Daum, Olga Poppe, Brandon Haynes, Anna Pavlenko, Ayushi Gupta, Karthik Ramachandra, Carlo Curino, Andreas C. Müller, Wentao Wu, Hiren Patel
  
  Conference on Innovative Data Systems Research (CIDR 2021) | February 2021
  
  Publication Video Video
- Frugal Optimization for Cost-related Hyperparameters
  
  Qingyun Wu, Chi Wang, Silu Huang
  
  The Thirty-Fifth AAAI Conference on Artificial Intelligence (AAAI-21) | February 2021
  
  Author's Version Github Project
- Ease.ML: A Lifecycle Management System for MLDev and MLOps
  
  Leonel Aguilar, David Dao, Shaoduo Gan, Nezihe Merve Gurel, Nora Hollenstein, Jiawei Jiang, Bojan Karlas, Thomas Lemmin, Tian Li, Yang Li, Susie Rao, Johannes Rausch, Cedric Renggli, Luka Rimanic, Maurice Weber, Shuai Zhang, Zhikuan Zhao, Kevin Schawinski, Wentao Wu, Ce Zhang
  
  Conference on Innovative Data Systems Research (CIDR 2021) | January 2021
  
  Publication
- SurfaceFleet: Exploring Distributed Interactions Unbounded from Device, Application, User, and Time (UIST 2020 Paper)
  
  Frederik Brudy, David Ledo, Michel Pahud, Nathalie Henry Riche, Christian Holz, Anand Waghmare, Hemant Surale, Marcus Peinado, Xiaokuan Zhang, Shannon Joyner, Badrish Chandramouli, Umar Farooq Minhas, Jonathan Goldstein, Bill Buxton, Ken Hinckley
  
  Proceedings of the 33rd Annual Symposium on User Interface Software and Technology (UIST ’20) | October 2020
  
  DOI Publication Video Video Project
- Efficiently Approximating Selectivity Functions using Low Overhead Regression Models
  
  Anshuman Dutt, Chi Wang, Vivek Narasayya, Surajit Chaudhuri
  
  46th International Conference on Very Large Data Bases (VLDB 2020) | August 2020
  
  Publication Project
- Approximate Partition Selection for BigData Workloads using Summary Statistics
  
  Kexin Rong, Yao Lu, Srikanth Kandula, Peter Bailis, Phil Levis
  
  VLDB | August 2020
  
  DOI Project
- Pushing Data-Induced Predicates Through Joins in Big-Data Clusters
  
  Srikanth Kandula, Laurel Orr, Surajit Chaudhuri
  
  VLDB | August 2020
  
  Best Paper Runner-Up
  
  Publication Project Project
- Auto-Transform: Learning-to-Transform by Patterns
  
  Zhongjun Jin, Yeye He, Surajit Chaudhuri
  
  International Conference on Very Large Databases (VLDB) | August 2020
  
  Publication Project
- Helios: Hyperscale Indexing for the Cloud & Edge
  
  Rahul Potharaju, Terry Kim, Wentao Wu, Vidip Acharya, Steve Suh, Andrew Fogarty, Apoorve Dave, Sinduja Ramanujam, Tomas Talius, Lev Novik, Raghu Ramakrishnan
  
  Proceedings of the VLDB Endowment (VLDB 2020) | July 2020
  
  Publication
- Ease.ml/snoopy in Action: Towards Automatic Feasibility Analysis for Machine Learning Application Development
  
  Cedric Renggli, Luka Rimanic, Luka Kolar, Wentao Wu, Ce Zhang
  
  Proceedings of the VLDB Endowment (VLDB 2020) | July 2020
  
  Publication
- Auto-Suggest: Learning-to-Recommend Data Preparation Steps Using Data Science Notebooks
  
  Cong Yan, Yeye He
  
  International Conference on Management of Data (SIGMOD) | June 2020
  
  Publication Publication Project
- ShapeSearch: A Flexible and Efficient System for Shape-based Exploration of Trendlines
  
  Tarique Siddiqui, Paul Luh, Zesheng Wang, Karrie Karahalios, Aditya Parameswaran
  
  ACM SIGMOD | June 2020
  
  Best Paper
  
  Publication
- Building Continuous Integration Services for Machine Learning
  
  Bojan Karlas, Matteo Interlandi, Cedric Renggli, Wentao Wu, Ce Zhang, Deepak Mukunthu Iyappan Babu, Jordan Edwards, Chris Lauren, Andy Xu, Markus Weimer
  
  ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD 2020) | June 2020
  
  Publication
- Achieving High Throughput and Elasticity in a Larger-than-Memory Store
  
  Chinmay Kulkarni, Badrish Chandramouli, Ryan Stutsman
  
  PVLDB, 14(8), 2021 | June 2020
  
  Publication Project Project Project
- Qd-tree: Learning Data Layouts for Big Data Analytics
  
  Zongheng Yang, Badrish Chandramouli, Chi Wang, Johannes Gehrke, Yinan Li, Umar Farooq Minhas, Per-Ake Larson, Donald Kossmann, Rajeev Acharya
  
  SIGMOD 2020 | June 2020
  
  Publication Project
- Bitvector-aware Query Optimization for Decision Support Queries
  
  Bailu Ding, Surajit Chaudhuri, Vivek Narasayya
  
  ACM SIGMOD/PODS International Conference on Management of Data (SIGMOD 2020) | June 2020
  
  Publication Project
- ColumnSGD: A Column-oriented Framework for Distributed Stochastic Gradient Descent
  
  Zhipeng Zhang, Wentao Wu, Jiawei Jiang, Lele Yu, Bin Cui, Ce Zhang
  
  IEEE International Conference on Data Engineering (ICDE 2020) | April 2020
  
  Publication
- Cost Models for Big Data Query Processing: Learning, Retrofitting, and Our Findings
  
  Tarique Siddiqui, Alekh Jindal, Shi Qiao, Hiren Patel, Wangchao le
  
  SIGMOD 2020: International Conference on Management of Data | February 2020
  
  Publication Project Project
- FishStore: Fast Ingestion and Indexing of Raw Data
  
  Badrish Chandramouli, Dong Xie, Yinan Li, Donald Kossmann
  
  PVLDB Vol. 12 No. 12 | August 2019
  
  Demo paper
  
  Publication Project
- Contextual Fact Ranking and Its Applications in Table Synthesis and Compression
  
  Silu Huang, Jialu Liu, Flip Korn, Xuezhi Wang, You Wu, Dale Markowitz, Cong Yu
  
  25TH ACM SIGKDD CONFERENCE ON KNOWLEDGE DISCOVERY AND DATA MINING (KDD) | August 2019
  
  Publication
- Customizable and Scalable Fuzzy Join for Big Data
  
  Zhimin Chen, Yue Wang, Vivek Narasayya, Surajit Chaudhuri
  
  International Conference on Very Large Data Bases (PVLDB) | August 2019
  
  Publication Project
- Fast Approximation of Empirical Entropy via Subsampling
  
  Chi Wang, Bailu Ding
  
  25TH ACM SIGKDD CONFERENCE ON KNOWLEDGE DISCOVERY AND DATA MINING | August 2019
  
  DOI Author's Version Video Project Project
- Selectivity Estimation for Range Predicates using Lightweight Models
  
  Anshuman Dutt, Chi Wang, Azade Nazi, Srikanth Kandula, Vivek Narasayya, Surajit Chaudhuri
  
  45th International Conference on Very Large Data Bases (VLDB 2019) | August 2019
  
  DOI Publication Project
- Uni-Detect: A Unified Approach to Automated Error Detection in Tables
  
  Pei Wang, Yeye He
  
  International Conference on Management of Data (SIGMOD) | July 2019
  
  Publication Project
- Automatically Indexing Millions of Databases in Microsoft Azure SQL Database
  
  Sudipto Das, Miroslav Grbic, Igor Ilic, Isidora Jovandic, Andrija Jovanovic, Vivek Narasayya, Miodrag Radulovic, Maja Stikic, Gaoxiang Xu, Surajit Chaudhuri
  
  ACM SIGMOD Conference | June 2019
  
  Author's Version Project
- Speculative Distributed CSV Data Parsing for Big Data Analytics
  
  Chang Ge, Yinan Li, Eric Eilebrecht, Badrish Chandramouli, Donald Kossmann
  
  2019 ACM SIGMOD Conference | June 2019
  
  Publication Project
- FishStore: Faster Ingestion with Subset Hashing
  
  Dong Xie, Badrish Chandramouli, Yinan Li, Donald Kossmann
  
  2019 ACM SIGMOD Conference | June 2019
  
  Project Project
- Concurrent Prefix Recovery: Performing CPR on a Database
  
  Guna Prasaad, Badrish Chandramouli, Donald Kossmann
  
  2019 ACM SIGMOD Conference | June 2019
  
  PDF Project Project
- Ease.ml/ci and Ease.ml/meter in Action: Towards Data Management for Statistical Generalization
  
  Cedric Renggli, Frances Ann Hubis, Bojan Karlas, Kevin Schawinski, Wentao Wu, Ce Zhang
  
  Proceedings of the VLDB Endowment (VLDB 2019) | May 2019
  
  Publication
- AI Meets AI: Leveraging Query Executions to Improve Index Recommendations
  
  Bailu Ding, Sudipto Das, Ryan Marcus, Wentao Wu, Surajit Chaudhuri, Vivek Narasayya
  
  ACM SIGMOD/PODS International Conference on Management of Data (SIGMOD 2019) | May 2019
  
  Publication Project
- Auto-EM: End-to-end Fuzzy Entity-Matching using Pre-trained Deep Models and Transfer Learning
  
  Chen Zhao, Yeye He
  
  WWW – World Wide Web Consortium (W3C) | May 2019
  
  Publication Project
- CRA: Enabling Data-Intensive Applications in Containerized Environments
  
  Ibrahim Sabek, Badrish Chandramouli, Umar Farooq Minhas
  
  35th IEEE International Conference on Data Engineering (ICDE 2019) | April 2019
  
  Publication Project Project
- MLlib*: Fast Training of GLMs using Spark MLlib
  
  Zhipeng Zhang, Jiawei Jiang, Wentao Wu, Ce Zhang, Lele Yu, Bin Cui
  
  IEEE International Conference on Data Engineering (ICDE 2019) | April 2019
  
  Publication
- Continuous Integration of Machine Learning Models with ease.ml/ci: Towards a Rigorous Yet Practical Treatment
  
  Cedric Renggli, Bojan Karlaš, Bolin Ding, Feng Liu, Wentao Wu, Ce Zhang
  
  SysML Conference (SysML 2019) | April 2019
  
  Publication
- Efficient Identification of Approximate Best Configuration of Training in Large Datasets
  
  Silu Huang, Chi Wang, Bolin Ding, Surajit Chaudhuri
  
  Proceedings of the 33rd AAAI Conference on Artificial Intelligence | January 2019
  
  Publication Access
- Serverless Event-Stream Processing over Virtual Actors
  
  Phil Bernstein, Todd Porter, Rahul Potharaju, Shivaram Venkataraman, Wentao Wu
  
  Conference on Innovative Data Systems Research (CIDR 2019) | January 2019
  
  Publication
- ABC: Efficient Selection of Machine Learning Configuration on Large Dataset
  
  Silu Huang, Chi Wang, Bolin Ding, Surajit Chaudhuri
  
  AAAI 2019 | January 2019
  
  Publication Access Project Project
- Improving Optimistic Concurrency Control Through Transaction Batching and Operation Reordering
  
  Bailu Ding, Lucja Kot, Johannes Gehrke
  
  Proceedings of the VLDB Endowment (VLDB 2019) | January 2019
  
  Publication
- ShapeSearch: Flexible Pattern-based Querying of Trend Line Visualizations
  
  Tarique Siddiqui, Paul Luh, Zesheng Wang, Karrie Karahalios, Aditya Parameswaran
  
  VLDB | August 2018
  
  Publication
- Adaptive Sampling for Rapidly Matching Histograms
  
  Stephen Macke, Yiming Zhang, Silu Huang, Aditya G. Parameswaran
  
  44th International Conference on Very Large Data Bases (VLDB) | August 2018
  
  Publication
- Transform-Data-by-Example (TDE): An Extensible Search Engine for Data Transformations
  
  Yeye He, Kris Ganjam, Vivek Narasayya, Surajit Chaudhuri
  
  International Conference on Very Large Databases (VLDB) | August 2018
  
  PDF Project
- Plan Stitch: Harnessing the Best of Many Plans
  
  Bailu Ding, Sudipto Das, Wentao Wu, Surajit Chaudhuri, Vivek Narasayya
  
  Proceedings of the VLDB Endowment (VLDB 2018) | July 2018
  
  Publication Project Project
- FASTER: An Embedded Concurrent Key-Value Store for State Management
  
  Badrish Chandramouli, Guna Prasaad (opens in new tab), Donald Kossmann, Justin Levandoski, James Hunter, Mike Barnett
  
  Demo Paper | July 2018
  
  PDF Project Project Project
- Transform-Data-by-Example: An Extensible Search Engine for Data Transformations
  
  Yeye He, Xu Chu, Kris Ganjam, Yudian Zheng, Vivek Narrasayya, Surajit Chaudhuri
  
  International Conference on Very Large Databases (VLDB) | June 2018
  
  Publication
- Auto-Detect: Data-Driven Error Detection in Tables
  
  Zhipeng Huang, Yeye He
  
  International Conference on Management of Data (SIGMOD) | June 2018
  
  Publication Project
- Interactive Demonstration of Probabilistic Predicates
  
  Yao Lu, Srikanth Kandula, Surajit Chaudhuri
  
  Proceedings of the ACM SIGMOD International Conference on Management of Data (SIGMOD 2018) | June 2018
  
  Publication Access Project
- Accelerating Machine Learning Inference with Probabilistic Predicates
  
  Yao Lu, Aakanksha Chowdhery, Srikanth Kandula, Surajit Chaudhuri
  
  Proceedings of the ACM SIGMOD International Conference on Management of Data (SIGMOD 2018) | June 2018
  
  Publication Publication Project
- Auto-Type: Synthesizing Type-Detection Logic for Rich Semantic Data Types using Open-source Code
  
  Cong Yan, Yeye He
  
  SIGMOD | June 2018
  
  Publication
- Columnstore and B+ tree – Are Hybrid Physical Designs Important?
  
  Adam Dziedzic , Jingjing Wang, Sudipto Das, Bolin Ding, Vivek Narasayya, Manoj Syamala
  
  ACM International Conference on Management of Data (SIGMOD) 2018 | June 2018
  
  PDF Publication Publication Project
- Transform-Data-by-Example (TDE): Extensible Data Transformation in Excel
  
  Yeye He, Kris Ganjam, Kukjin Lee, Yue Wang, Vivek Narasayya, Surajit Chaudhuri, Xu Chu
  
  International Conference on Management of Data (SIGMOD) | June 2018
  
  Publication
- FASTER: A Concurrent Key-Value Store with In-Place Updates
  
  Badrish Chandramouli, Guna Prasaad (opens in new tab), Donald Kossmann, Justin Levandoski, James Hunter, Mike Barnett
  
  2018 ACM SIGMOD International Conference on Management of Data (SIGMOD ’18), Houston, TX, USA | June 2018
  
  Publication Video Project Project Project
- Optimally leveraging density and locality for exploratory browsing and sampling
  
  Albert Kim, Liqi Xu, Tarique Siddiqui, Silu Huang, Sam Madden, Aditya Parameswaran
  
  HILDA@SIGMOD | June 2018
  
  Publication
- Navigating the Data Lake with DATAMARAN: Automatically Extracting Structure from Log Datasets
  
  Yihan Gao, Silu Huang, Aditya Parameswaran
  
  Proceedings of the ACM SIGMOD International Conference on Management of Data (SIGMOD) | June 2018
  
  Publication
- MLBench: Benchmarking Machine Learning Services Against Human Experts
  
  Yu Liu, Hantian Zhang, Luyuan Zeng, Wentao Wu, Ce Zhang
  
  Proceedings of the VLDB Endowment (VLDB 2018) | May 2018
  
  Publication
- Ease.ml in Action: Towards Multi-tenant Declarative Learning Services
  
  Bojan Karlas, Ji Liu, Wentao Wu, Ce Zhang
  
  Proceedings of the VLDB Endowment (VLDB 2018) | May 2018
  
  Publication
- Actor-Oriented Database Systems
  
  Phil Bernstein
  
  Proceedings of the 2018 IEEE 34th International Conference on Data Engineering | April 2018
  
  ISBN: 978-1-5386-5520-7
  
  PDF Publication Project
- Impatience is a Virtue: Revisiting Disorder in High-Performance Log Analytics
  
  Badrish Chandramouli, Jonathan Goldstein, Yinan Li
  
  34th IEEE International Conference on Data Engineering (ICDE 2018), Paris, France | April 2018
  
  PDF Project Project
- Ease.ml: Towards Multi-tenant Resource Sharing for Machine Learning Workloads
  
  Tian Li, Jie Zhong, Ji Liu, Wentao Wu, Ce Zhang
  
  Proceedings of the VLDB Endowment (VLDB 2018) | February 2018
  
  Preprint
- How Good Are Machine Learning Clouds for Binary Classification with Good Features?
  
  Hantian Zhang, Luyuan Zeng, Wentao Wu, Ce Zhang
  
  Proceedings of the 2017 Symposium on Cloud Computing (SoCC 2017) | September 2017
  
  Publication Publication
- Discovering Enterprise Concepts Using Spreadsheet Tables
  
  Keqian Li, Yeye He, Kris Ganjam
  
  SIGKDD Conference on Knowledge Discovery and Data Mining (KDD) | August 2017
  
  PDF
- OrpheusDB: Bolt-on Versioning for Relational Databases
  
  Silu Huang, Liqi Xu, Jialin Liu, Aaron J. Elmore, Aditya G. Parameswaran
  
  43th International Conference on Very Large Data Bases (VLDB) | August 2017
  
  Publication
- MLog: Towards Declarative In-Database Machine Learning
  
  Bin Cui, Xupeng Li, Yiru Chen, Wentao Wu, Ce Zhang
  
  Proceedings of the VLDB Endowment (VLDB 2017) | August 2017
  
  PDF
- Mison: A Fast JSON Parser for Data Analytics
  
  Yinan Li, Nikos R. Katsipoulakis, Badrish Chandramouli, Jonathan Goldstein, Donald Kossmann
  
  The 43rd International Conference on Very Large Data Bases (VLDB 2017) | June 2017
  
  PDF Project
- Auto-Join: Joining Tables by Leveraging Transformations
  
  Erkang Zhu, Yeye He, Surajit Chaudhuri
  
  International Conference on Very Large Databases (VLDB) | May 2017
  
  Publication Publication Project Project
- Approximate Query Processing: No Silver Bullet
  
  Surajit Chaudhuri, Bolin Ding, Srikanth Kandula
  
  Proceedings of the ACM SIGMOD International Conference on Management of Data (SIGMOD 2017) | May 2017
  
  Publication Project
- Enabling Signal Processing over Data Streams
  
  Milos Nikolic, Badrish Chandramouli, Jonathan Goldstein
  
  SIGMOD 2017, May 14-19, 2017, Chicago, Illinois, USA | May 2017
  
  PDF Project Project
- An Overreaction to the Broken Machine Learning Abstraction: The ease.ml Vision
  
  Ce Zhang, Wentao Wu, Tian Li
  
  Proceedings of the 2nd Workshop on Human-In-the-Loop Data Analytics (HILDA@SIGMOD 2017) | May 2017
  
  Publication Publication
- Leveraging Re-costing for Online Optimization of Parameterized Queries with Guarantees
  
  Anshuman Dutt, Vivek Narasayya, Surajit Chaudhuri
  
  International Conference on Management of Data (SIGMOD) | May 2017
  
  PDF Project
- Auto-Map: Synthesizing Mapping Relationships Using Table Corpus
  
  Yue Wang, Yeye He
  
  International Conference on Management of Data (SIGMOD) | May 2017
  
  Publication Publication Publication Project Project Project
- OrpheusDB: A Lightweight Approach to Relational Dataset Versioning
  
  Liqi Xu, Silu Huang, Sili Hui, Aaron J. Elmore, Aditya Parameswaran
  
  Proceedings of the ACM SIGMOD International Conference on Management of Data (SIGMOD DEMO) | May 2017
  
  Publication
- Semantic Bootstrapping: A Theoretical Perspective
  
  Wentao Wu, Hongsong Li, Haixun Wang, Kenny Q. Zhu
  
  33rd IEEE International Conference on Data Engineering (ICDE 2017) | April 2017
  
  Publication Publication
- Towards Interactive Debugging of Rule-based Entity Matching
  
  Fatemah Panahi, Wentao Wu, AnHai Doan, Jeffrey F. Naughton
  
  Proceedings of the 20th International Conference on Extending Database Technology (EDBT 2017) | March 2017
  
  Publication Publication
- Towards Visualization Recommendation Systems
  
  Manasi Vartak, Silu Huang, Tarique Siddiqui, Sam Madden, Aditya Parameswaran
  
  SIGMOD Record | March 2017
  
  Publication
- Indexing in an Actor-Oriented Database
  
  Phil Bernstein, Mohammad Dashti, Tim Kiefer, David Maier
  
  Conference on Innovative Database Research (CIDR) | January 2017
  
  PDF Project Project
- READY: Completeness is in the Eye of the Beholder
  
  Badrish Chandramouli, Johannes Gehrke, Jonathan Goldstein, Moritz Hoffmann, Donald Kossmann, Justin Levandoski, Renato Marroquin, Wenlei Xie
  
  8th Biennial Conference on Innovative Data Systems Research (CIDR 2017) | January 2017
  
  PDF
- Fast-Forwarding to Desired Visualizations with Zenvisage
  
  Tarique Siddiqui, John Lee, Alber Kim, Edward xue, Chaoran Wang, Yuxuan Zou, Changfeng Liu, Lijin Guo, Xiaofo Yu, Karrie Karahalios, Aditya Parameswaran
  
  CIDR | January 2017
  
  Publication
- Shrink – Prescribing Resiliency Solutions for Streaming
  
  Badrish Chandramouli, Jonathan Goldstein
  
  International Conference on Very Large Databases (PVLDB Vol. 10, Issue. 5) | January 2017
  
  PDF Project Project
- FacetGist: Collective Extraction of Document Facets in Large Technical Corpora
  
  Tarique Siddiqui, Xiang Ren, Aditya Parameswaran, Jiawei Han
  
  CIKM | October 2016
  
  Publication
- Effortless data exploration with zenvisage: an expressive and interactive visual analytics system
  
  Tarique Siddiqui, Albert Kim, John Lee, Karrie Karahalios, Aditya Parameswaran
  
  VLDB | October 2016
  
  Publication
- Quill: Efficient, Transferable, and Rich Analytics at Scale
  
  Badrish Chandramouli, Raul Castro Fernandez, Jonathan Goldstein, Ahmed Eldawy, Abdul Quamar
  
  International Conference on Very Large Databases (PVLDB Vol. 9, Issue. 14) | September 2016
  
  PDF PDF Project Project
- Time Adaptive Sketches (Ada-Sketches) for Summarizing Data Streams
  
  Arnd Christian König, Anshumali Srivastava, Misha Bilenko
  
  ACM SIGMOD Conference | June 2016
  
  ACM SIGMOD Conference
  
  PDF
- Operator and Query Progress Estimation in Microsoft SQL Server Live Query Statistics
  
  Kukjin Lee, Arnd Christian König, Vivek Narasayya, Bolin Ding, Surajit Chaudhuri, Brent Ellwein, Alexey Eksarevskiy, Manbeen Kohli, Jacob Wyant, Praneeta Prakash, Rimma Nehme, Jiexing Li, Jeff Naughton
  
  Proceedings of the ACM SIGMOD International Conference on Management of Data (SIGMOD 2016) | June 2016
  
  Proceedings of the ACM SIGMOD International Conference on Management of Data (SIGMOD 2016)
  
  PDF Project
- Sample + Seek: Approximating Aggregates with Distribution Precision Guarantee
  
  Bolin Ding, Silu Huang, Surajit Chaudhuri, Kaushik Chakrabarti, Chi Wang
  
  Proceedings of 2016 ACM SIGMOD International Conference on Management of Data (SIGMOD) | June 2016
  
  Publication
- Sampling-Based Query Re-Optimization
  
  Wentao Wu, Jeffrey F. Naughton, Harneet Singh
  
  Proceedings of the 2016 International Conference on Management of Data (SIGMOD 2016) | June 2016
  
  Publication Publication
- Quickr: Lazily Approximating Complex Ad-Hoc Queries in Big Data Clusters
  
  Srikanth Kandula, Anil Shanbhag, Aleksandar Vitorovic, Matthaios Olma, Robert Grandl, Surajit Chaudhuri, Bolin Ding
  
  Proceedings of the ACM SIGMOD International Conference on Management of Data (SIGMOD 2016) | June 2016
  
  PDF Project
- Automated Demand-driven Resource Scaling in Relational Database-as-a-Service
  
  Sudipto Das, Feng Li, Vivek Narasayya, Arnd Christian König
  
  ACM International Conference on Management of Data (SIGMOD) 2016 | June 2016
  
  PDF Project
- Accelerating Relational Databases by Leveraging Remote Memory and RDMA
  
  Feng Li, Sudipto Das, Manoj Syamala, Vivek Narasayya
  
  ACM International Conference on Management of Data (SIGMOD) 2016 | June 2016
  
  PDF
- Making Sense of Temporal Queries with Interactive Visualization
  
  Leilani Battle, Danyel Fisher, Robert DeLIne, Mike Barnett, Badrish Chandramouli, Jonathan Goldstein
  
  Proceedings of the 34th Conference on Human-Computer Interaction (CHI 2016) | May 2016
  
  PDF Publication Video Project
- ICE: Managing Cold State for Big Data Applications
  
  Badrish Chandramouli, Justin Levandoski, Eli Cortez
  
  IEEE International Conference on Data Engineering (ICDE) | May 2016
  
  PDF Project Project
- Automatic Discovery of Attribute Synonyms Using Query Logs and Table Corpora
  
  Yeye He, Kaushik Chakrabarti, Tomasz Tylenda
  
  WWW – World Wide Web Consortium (W3C) | April 2016
  
  PDF Project
- Tempe: Live Scripting For Live Data
  
  Robert DeLIne, Danyel Fisher, Badrish Chandramouli, Jonathan Goldstein, Mike Barnett, James Terwilliger, John Wernsing
  
  Visual Languages and Human-Centric Computing (VL/HCC), 2015 IEEE Symposium on | October 2015
  
  ISBN: 978-1-4673-7457-6
  
  PDF Publication Publication
- Principles of Dataset Versioning: Exploring the Recreation/Storage Tradeoff.
  
  Souvik Bhattacherjee, Amit Chavan, Silu Huang, Amol Deshpande, Aditya Parameswaran
  
  41th International Conference on Very Large Data Bases (VLDB) | August 2015
  
  Publication
- Trill: A High-Performance Incremental Query Processor for Diverse Analytics
  
  Badrish Chandramouli, Jonathan Goldstein, Mike Barnett, Robert DeLine, Danyel Fisher, John Platt, James Terwilliger, John Wernsing, Robert DeLIne
  
  August 2015
  
  PDF PDF Project Project
- Sharing Buffer Pool Memory in Multi-Tenant Relational Database-as-a-Service
  
  Vivek Narasayya, Ishai Menache, Mohit Singh, Feng Li, Manoj Syamala, Surajit Chaudhuri
  
  Proceedings of the VLDB Endowment | August 2015
  
  PDF Project
- The Homeostasis Protocol: Avoiding Transaction Coordination Through Program Analysis
  
  Sudip Roy, Lucja Kot, Gabriel Bender, Bailu Ding, Hossein Hojjat, Christoph Koch, Nate Foster, Johannes Gehrke
  
  Proceedings of the 2015 ACM SIGMOD International Conference on Management of Data | July 2015
  
  Publication
- Optimizing optimistic concurrency control for tree-structured, log-structured databases
  
  Phil Bernstein, Sudipto Das, Bailu Ding, Markus Pilman
  
  Proceedings of the 2015 ACM SIGMOD International Conference on Management of Data | July 2015
  
  Publication
- Centiman: Elastic, high performance optimistic concurrency control by watermarking
  
  Bailu Ding, Lucja Kot, Alan Demers, Johannes Gehrke
  
  Proceedings of the Sixth ACM Symposium on Cloud Computing | July 2015
  
  Publication
- Towards a Unified Query Language for Provenance and Versioning
  
  Amit Chavan, Silu Huang, Amol Deshpande, Aaron J. Elmore, Sam Madden, Aditya Parameswaran
  
  7th USENIX Workshop on the Theory and Practice of Provenance (TaPP) | July 2015
  
  Publication
- Minimum Spanning Trees in Temporal Graphs
  
  Silu Huang, Ada Wai-Chee Fu, Ruifeng Liu
  
  Proceedings of the ACM SIGMOD International Conference on Management of Data (SIGMOD) | June 2015
  
  Publication
- S4: Top-k Spreadsheet-Style Search for Query Discovery
  
  Fotis Psallidas, Bolin Ding, Kaushik Chakrabarti, Surajit Chaudhuri
  
  Proceedings of the ACM SIGMOD International Conference on Management of Data (SIGMOD 2015) | June 2015
  
  PDF Publication
- SEMA-JOIN: Joining Semantically-Related Tables Using Big Table Corpora
  
  Yeye He, Kris Ganjam, Xu Chu
  
  International Conference on Very Large Databases (VLDB) | June 2015
  
  Publication Project
- A Padded Encoding Scheme to Accelerate Scans by Leveraging Skew
  
  Yinan Li, Craig Chasseur, Jignesh M. Patel
  
  Proceedings of the 2015 ACM SIGMOD International Conference on Management of Data, Melbourne, Victoria, Australia, May 31 – June 4, 2015 | June 2015
  
  Publication
- TEGRA: Table Extraction by Global Record Alignment
  
  Xu Chu, Yeye He, Kaushik Chakrabarti, Kris Ganjam
  
  International Conference on Management of Data (SIGMOD) | May 2015
  
  Publication Publication Publication Project
- Concept Expansion Using Web Tables
  
  Chi Wang, Kaushik Chakrabarti, Yeye He, Kris Ganjam, Zhimin Chen, Phil Bernstein
  
  Proceeding of 2015 International World Wide Web Conference | May 2015
  
  PDF Publication Project
- AutoTag’n Search My Photos: Leveraging the Social Graph for Photo Tagging
  
  Shobana Balakrishnan, Surajit Chaudhuri, Vivek Narasayya
  
  Proceedings of the 24th International Conference on World Wide Web Conference | May 2015
  
  PDF
- PerfAugur: Robust Diagnostics for Performance Anomalies in Cloud Services
  
  Sudip Roy, Arnd Christian König, Arnd Christian König, Igor Dvorkin, Manish Kumar
  
  ICDE – 31st International Conference on Data Engineering | April 2015
  
  PDF
- Transaction Processing on Confidential Data Using Cipherbase
  
  Arvind Arasu, Ken Eguro, Manas Joglekar, Raghav Kaushik, Donald Kossmann, Ravi Ramamurthy
  
  31st IEEE International Conference on Data Engineering (ICDE) | April 2015
  
  PDF PDF
- On Debugging Non-Answers in Keyword Search Systems
  
  Akanksha Baid, Wentao Wu, Chong Sun, AnHai Doan, Jeffrey F. Naughton
  
  Proceedings of the 18th International Conference on Extending Database Technology (EDBT 2015) | March 2015
  
  Publication Publication
- ClusterJoin: A Similarity Joins Framework using Map-Reduce
  
  Akash Das Sarma, Yeye He, Surajit Chaudhuri
  
  Proceedings of International Conference on Very Large Databases (VLDB) | September 2014
  
  Proceedings of International Conference on Very Large Databases (VLDB)
  
  PDF PDF Project
- Finding Patterns in a Knowledge Base using Keywords to Compose Table Answers
  
  Mohan Yang, Bolin Ding, Surajit Chaudhuri, Kaushik Chakrabarti
  
  Proceedings of the VLDB Endowment, the 41st International Conference on Very Large Data Bases (VLDB 2015) | September 2014
  
  PDF Project
- k-Balanced sorting and skew join in MPI and MapReduce
  
  Silu Huang, Ada Wai-Chee Fu
  
  2014 IEEE International Conference on Big Data (Big Data) | August 2014
  
  Publication
- Path Problems in Temporal Graphs
  
  Huanhuan Wu, James Cheng, Silu Huang, Yiping Ke, Yi Lu, Yanyan Xu
  
  40th International Conference on Very Large Data Bases (VLDB) | August 2014
  
  Publication
- Supporting Distributed Feed-Following Apps over Edge Devices
  
  Badrish Chandramouli, Suman Nath, Wenchao Zhou
  
  International Conference on Very Large Databases | August 2014
  
  PDF Project
- Fast foreign-key detection in Microsoft SQL server PowerPivot for Excel
  
  Zhimin Chen, Vivek Narasayya, Surajit Chaudhuri
  
  Proceedings of the VLDB Endowment | August 2014
  
  PDF Project
- Uncertainty Aware Query Execution Time Prediction
  
  Wentao Wu, Xi Wu, Hakan Hacigümüs, Jeffrey F. Naughton
  
  Proceedings of the VLDB Endowment (VLDB 2014) | August 2014
  
  PDF
- Plan Bouquets: Query Processing without Selectivity Estimation
  
  Anshuman Dutt, Jayant R. Haritsa
  
  SIGMOD 2014 | June 2014
  
  Publication
- Patience is a Virtue: Revisiting Merge and Sort on Modern Processors
  
  Badrish Chandramouli, Jonathan Goldstein
  
  ACM SIGMOD International Conference on Management of Data (SIGMOD 2014) | June 2014
  
  PDF Project
- Discovering Queries based on Example Tuples
  
  Yanyan Shen, Kaushik Chakrabarti, Surajit Chaudhuri, Bolin Ding, Lev Novik
  
  Proceedings of the ACM SIGMOD International Conference on Management of Data (SIGMOD 2014) | June 2014
  
  Proceedings of the ACM SIGMOD International Conference on Management of Data (SIGMOD 2014)
  
  PDF
- Querying Encrypted Data (Tutorial)
  
  Arvind Arasu, Ken Eguro, Raghav Kaushik, Ravi Ramamurthy
  
  2014 ACM SIGMOD Conference | June 2014
  
  PDF PDF
- Sample-Oriented Task-Driven Visualizations: Allowing Users to Make Better, More Confident Decisions
  
  Nivan Ferreira, Danyel Fisher, Arnd Christian König
  
  Proceedings of Conference on Human Factors in Computing Systems (CHI 2014) | April 2014
  
  PDF Project
- On Load Shedding in Complex Event Processing
  
  Yeye He, Siddharth Barman, Jeffrey Naughton
  
  Proceedings of International Conference on Database Theory (ICDT) | March 2014
  
  PDF
- Oblivious Query Processing
  
  Arvind Arasu, Raghav Kaushik
  
  17th International Conference on Database Theory (ICDT) | March 2014
  
  PDF
- b-Bit Minwise Hashing in Practice
  
  Ping Li, Anshumali Shrivastava, Arnd Christian König
  
  Proceedings of the 5th Asia-Pacific Symposium on Internetware | October 2013
  
  PDF
- CPU Sharing Techniques for Performance Isolation in Multi-tenant Relational Database-as-a-Service
  
  Sudipto Das, Vivek Narasayya, Feng Li, Manoj Syamala
  
  Proceedings of the VLDB Endowment | September 2013
  
  PDF Project
- A Secure Coprocessor for Database Applications
  
  Ravi Ramamurthy, Ken Eguro, Arvind Arasu, Raghav Kaushik, Donald Kossmann, Ramarathnam Venkatesan
  
  23rd International Conference on Field Programmable Logic and Applications (FPL) | September 2013
  
  23rd International Conference on Field Programmable Logic and Applications (FPL)
  
  PDF
- Towards Predicting Query Execution Time for Concurrent and Dynamic Database Workloads
  
  Wentao Wu, Yun Chi, Hakan Hacigümüs, Jeffrey F. Naughton
  
  Proceedings of the VLDB Endowment (VLDB 2013) | August 2013
  
  PDF
- TF-Label: a topological-folding labeling scheme for reachability querying in a large graph
  
  James Cheng, Silu Huang, Huanhuan Wu, Ada Wai-Chee Fu
  
  Proceedings of the ACM SIGMOD International Conference on Management of Data (SIGMOD) | July 2013
  
  Publication
- Rethinking Eventual Consistency
  
  Phil Bernstein, Sudipto Das
  
  Proceedings of the 2013 ACM SIGMOD International Conference on Management of Data | June 2013
  
  PDF Project
- Query containment in Entity SQL (Extended Abstract)
  
  Guillem Rull, Phil Bernstein, Ivo Santos, Yannis Katsis, Sergey Melnik, James Terwilliger, Ernest Teniente
  
  Proceedings of the 2013 ACM SIGMOD International Conference on Management of Data | June 2013
  
  PDF
- Incremental mapping compilation in an object-to-relational mapping system
  
  Phil Bernstein, Marie Jacob, Jorge Perez, Guillem Rull, James Terwilliger
  
  Proceedings of the 2013 ACM SIGMOD International Conference on Management of Data | June 2013
  
  An extended version of the appears as Microsoft Technical Report
  
  PDF
- A Demonstration of SQLVM: Performance Isolation in Multi-Tenant Relational Database-as-a-Service
  
  Vivek Narasayya, Sudipto Das, Manoj Syamala, Surajit Chaudhuri, Feng Li, Hyunjung Park
  
  SIGMOD 2013 | June 2013
  
  SIGMOD 2013
  
  ISBN: 978-1-4503-2037-5
  
  PDF Publication Publication Project
- Stat! – An Interactive Analytics Environment for Big Data
  
  Mike Barnett, Badrish Chandramouli, Robert DeLIne, Steven Drucker, Danyel Fisher, Jonathan Goldstein, Patrick Morrison, John Platt
  
  ACM SIGMOD International Conference on Management of Data (SIGMOD 2013) | June 2013
  
  PDF Project Project
- BitWeaving: fast scans for main memory data processing
  
  Yinan Li, Jignesh M. Patel
  
  Proceedings of the ACM SIGMOD International Conference on Management of Data, SIGMOD 2013, New York, NY, USA, June 22-27, 2013 | June 2013
  
  Proceedings of the ACM SIGMOD International Conference on Management of Data, SIGMOD 2013, New York, NY, USA, June 22-27, 2013
  
  ISBN: 978-1-4503-2037-5
  
  Publication Publication
- Enabling JSON Document Stores in Relational Systems
  
  Craig Chasseur, Yinan Li, Jignesh M. Patel
  
  Proceedings of the 16th International Workshop on the Web and Databases 2013, WebDB 2013, New York, NY, USA, June 23, 2013. | June 2013
  
  Proceedings of the 16th International Workshop on the Web and Databases 2013, WebDB 2013, New York, NY, USA, June 23, 2013.
  
  PDF
- Mining Acronym Expansions and Their Meanings Using Query Click Log
  
  Bilyana Taneva, Tao Cheng, Kaushik Chakrabarti, Yeye He
  
  May 2013
  
  PDF PDF Project Project
- Data Services for E-tailers Leveraging Web Search Engine Assets
  
  Tao Cheng, Kaushik Chakrabarti, Surajit Chaudhuri, Vivek Narasayya, Manoj Syamala
  
  ICDE Conference | April 2013
  
  PDF Project Project
- Querying Encrypted Data (Tutorial)
  
  Arvind Arasu, Ken Eguro, Raghav Kaushik, Ravi Ramamurthy
  
  29th International Conference on Data Engineering (ICDE) | April 2013
  
  Tutorial presentation
  
  PDF PDF
- Predicting query execution time: Are optimizer cost models really unusable?
  
  Wentao Wu, Yun Chi, Shenghuo Zhu, Jun'ichi Tatemura, Hakan Hacigümüs, Jeffrey F. Naughton
  
  29th IEEE International Conference on Data Engineering (ICDE 2013) | April 2013
  
  Publication Publication
- Orthogonal Security With Cipherbase
  
  Arvind Arasu, Spyros Blanas, Ken Eguro, Raghav Kaushik, Donald Kossmann, Ravi Ramamurthy, Ramarathnam Venkatesan
  
  6th Biennial Conference on Innovative Data Systems Research (CIDR’13) | January 2013
  
  6th Biennial Conference on Innovative Data Systems Research (CIDR'13)
  
  PDF PDF
- Crawling Deep-web Entity Pages
  
  Yeye He, Dong Xin, Venkatesh Ganti, Sriram Rajaraman
  
  Proceedings of International Conference on Web Search and Data Mining (WSDM) | January 2013
  
  PDF
- SQLVM: Performance Isolation in Multi-Tenant Relational Database-as-a-Service
  
  Vivek Narasayya, Sudipto Das, Manoj Syamala, Badrish Chandramouli, Surajit Chaudhuri
  
  CIDR 2013 | January 2013
  
  PDF PDF Project
- Utility-Maximizing Event Stream Suppression
  
  Di Wang, Yeye He, Elke Rundensteiner, Jeffrey Naughton
  
  Proceedings of International Conference on Management of Data (SIGMOD) | January 2013
  
  PDF
- NUMA-aware algorithms: the case of data shuffling
  
  Yinan Li, Ippokratis Pandis, René Müller, Vijayshankar Raman, Guy M. Lohman
  
  CIDR 2013, Sixth Biennial Conference on Innovative Data Systems Research, Asilomar, CA, USA, January 6-9, 2013, Online Proceedings | January 2013
  
  PDF
- Efficient Episode Mining of Dynamic Event Streams
  
  Debprakash Patnaik, Srivatsan Laxman, Badrish Chandramouli, Naren Ramakrishnan
  
  IEEE International Conference on Data Mining (ICDM 2012), Brussels, Belgium | December 2012
  
  IEEE International Conference on Data Mining (ICDM 2012), Brussels, Belgium
  
  Best Papers of ICDM 2012
  
  PDF Project
- Robust Estimation of Resource Consumption for SQL Queries using Statistical Techniques
  
  Jiexing Li, Arnd Christian König, Arnd Christian König, Vivek Narasayya, Surajit Chaudhuri
  
  38th International Conference on Very Large Databases | August 2012
  
  PDF Project
- Probase: a probabilistic taxonomy for text understanding
  
  Wentao Wu, Hongsong Li, Haixun Wang, Kenny Q. Zhu
  
  Proceedings of the ACM SIGMOD International Conference on Management of Data (SIGMOD 2012) | May 2012
  
  Publication Publication
- RACE: Real-time Applications over Cloud-Edge
  
  Badrish Chandramouli, Joris Claessens, Suman Nath, Ivo Santos, Wenchao Zhou
  
  ACM SIGMOD International Conference on Management of Data (SIGMOD 2012) | May 2012
  
  PDF Project
- GPU-Based Minwise Hashing
  
  Ping Li, Anshumali Shrivastava, Arnd Christian König
  
  21st International World Wide Web Conference | April 2012
  
  PDF Project
- Physically Independent Stream Merging
  
  Badrish Chandramouli, David Maier, Jonathan Goldstein
  
  28th International Conference on Data Engineering (ICDE ’12) | April 2012
  
  28th International Conference on Data Engineering (ICDE '12)
  
  PDF Project
- Temporal Analytics on Big Data for Web Advertising
  
  Badrish Chandramouli, Jonathan Goldstein, Songyun Duan
  
  28th International Conference on Data Engineering (ICDE ’12) | April 2012
  
  Best Paper Award
  
  PDF PDF Project
- Targeted Disambiguation of Ad-hoc, Homogeneous Sets of Named Entities
  
  Chi Wang, Kaushik Chakrabarti, Tao Cheng, Surajit Chaudhuri
  
  Proceeding of 2012 International World Wide Web Conference | April 2012
  
  Proceeding of 2012 International World Wide Web Conference
  
  PDF
- Context-aware Search for Personal Information Management Systems
  
  Jidong Chen, Wentao Wu, Hang Guo, Wei Wang
  
  Proceedings of the Twelfth SIAM International Conference on Data Mining (SDM 2012) | April 2012
  
  Publication
- A Statistical Approach Towards Robust Progress Estimation
  
  Arnd Christian König, Surajit Chaudhuri, Vivek Narasayya, Bolin Ding
  
  38th International Conference on Very Large Databases | January 2012
  
  PDF Project
- InfoGather: Entity Augmentation and Attribute Discovery By Holistic Matching with Web Tables
  
  Mohamed Yakout, Kris Ganjam, Kaushik Chakrabarti, Surajit Chaudhuri
  
  ACM SIGMOD Conference | January 2012
  
  PDF Project Project
- A Framework for Robust Discovery of Entity Synonyms
  
  Kaushik Chakrabarti, Surajit Chaudhuri, Tao Cheng
  
  SIGKDD | January 2012
  
  PDF Project Project
- Hashing Algorithms for Large-Scale Learning
  
  Ping Li, Anshumali Shrivastava, Joshua Moore, Arnd Christian König
  
  Twenty-Fifth Annual Conference on Neural Information Processing Systems (NIPS) | December 2011
  
  Twenty-Fifth Annual Conference on Neural Information Processing Systems (NIPS)
  
  PDF Project
- b-Bit Minwise Hashing for Large-Scale Learning
  
  Ping Li, Anshumali Shrivastava, Joshua Moore, Arnd Christian König
  
  Big Learning 2011: NIPS 2011 Workshop on Algorithms, Systems, and Tools for Learning at Scale | December 2011
  
  Big Learning 2011: NIPS 2011 Workshop on Algorithms, Systems, and Tools for Learning at Scale
  
  PDF Project
- Improving Clustering by Learning a Bi-Stochastic Data Similarity Matrix
  
  Fei Wang, Ping Li, Arnd Christian König, Muting Wan
  
  Knowledge and Information Systems (KAIS) | August 2011
  
  PDF
- Online Visualization of Geospatial Stream Data using the WorldWide Telescope
  
  Mohamed Ali, Badrish Chandramouli, Jonathan Fay, Curtis Wong, Steven Drucker, Balan S. Raman
  
  International Conference on Very Large Databases (VLDB) | August 2011
  
  International Conference on Very Large Databases (VLDB)
  
  PDF Project
- Improving Local Search Ranking through External Logs
  
  Klaus Berberich, Arnd Christian König, Dimitrios Lymberopoulos, Peixiang Zhao, ,
  
  34th Annual ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2011) | July 2011
  
  34th Annual ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2011)
  
  PDF Project
- iMecho: a context-aware desktop search system
  
  Jidong Chen, Hang Guo, Wentao Wu, Wei Wang
  
  Proceeding of the 34th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2011) | July 2011
  
  Publication Publication
- StreamRec: A Real-Time Recommender System
  
  Badrish Chandramouli, Justin Levandoski, Ahmed Eldawy, Mohamed F. Mokbel
  
  ACM SIGMOD International Conference on Management of Data (SIGMOD 2011) | June 2011
  
  PDF Project
- Design and evaluation of main memory hash join algorithms for multi-core CPUs
  
  Spyros Blanas, Yinan Li, Jignesh M. Patel
  
  Proceedings of the ACM SIGMOD International Conference on Management of Data, SIGMOD 2011, Athens, Greece, June 12-16, 2011 | June 2011
  
  Publication
- WHAM: a high-throughput sequence alignment method
  
  Yinan Li, Allison Terrell, Jignesh M. Patel
  
  Proceedings of the ACM SIGMOD International Conference on Management of Data, SIGMOD 2011, Athens, Greece, June 12-16, 2011 | June 2011
  
  Publication
- Efficient Document Clustering via Online Nonnegative Matrix Factorizations
  
  Fei Wang, Chenhao Tan, Arnd Christian König, Ping Li
  
  Eleventh SIAM International Conference on Data Mining | April 2011
  
  Eleventh SIAM International Conference on Data Mining
  
  PDF Project
- Accurate Latency Estimation in a Distributed Event Processing System
  
  Badrish Chandramouli, Jonathan Goldstein, Roger Barga, Mirek Riedewald, Ivo Santos,
  
  27th International Conference on Data Engineering (ICDE ’11) | April 2011
  
  27th International Conference on Data Engineering (ICDE '11)
  
  PDF Project
- The Extensibility Framework in Microsoft StreamInsight
  
  Mohamed Ali, Badrish Chandramouli, Jonathan Goldstein, Roman Schindlauer
  
  27th International Conference on Data Engineering | April 2011
  
  PDF Project
- Interval-Based Pruning for Top-k Processing over Compressed Lists
  
  Kaushik Chakrabarti, Surajit Chaudhuri, Venkatesh Ganti
  
  ICDE Conference | April 2011
  
  ICDE Conference
  
  PDF Project
- SEISA: Set Expansion by Iterative Similarity Aggregation
  
  Yeye He, Dong Xin
  
  Proceedings of International World Wide Web Conference (WWW) | April 2011
  
  PDF Project
- Dagstuhl Seminar on Robust Query Processing – Summary and Abstracts Collection
  
  Goetz Graefe, Harumi Anne Kuno, Arnd Christian König, Volker Markl, Kai-Uwe Sattler
  
  February 2011
  
  PDF Publication
- Fast Set Intersection in Memory
  
  Bolin Ding, Arnd Christian König
  
  37th International Conference on Very Large Databases (VLDB) | January 2011
  
  PDF Project
- Database Access Control & Privacy: Is There A Common Ground?
  
  Surajit Chaudhuri, Raghav Kaushik, Ravi Ramamurthy
  
  Conference on Innovative Database Research | January 2011
  
  Conference on Innovative Database Research
  
  PDF
- Automatically Tagging Entities with Descriptive Phrases
  
  Kaushik Chakrabarti, Surajit Chaudhuri, Tao Cheng, Dong Xin
  
  WWW (Poster paper) | January 2011
  
  PDF Project
- Location-aware Click Prediction in Mobile local Search
  
  Dimitrios Lymberopoulos, Peixiang Zhao, Arnd Christian König, Klaus Berberich, Jie Liu
  
  Conference in Information and Knoweledge Management (CIKM) | January 2011
  
  PDF
- On the Complexity of Privacy-Preserving Complex Event Processing
  
  Yeye He, Siddharth Barman, Di Wang, Jeffery Naughton
  
  Proceedings of the Principles of Database Systems (PODS) | January 2011
  
  Proceedings of the Principles of Database Systems (PODS)
  
  PDF
- Preventing Equivalence Attacks in Updated, Anonymized Data
  
  Yeye He, Siddharth Barman, Jeffrey Naughton
  
  Proceedings of International Conference on Data Engineering (ICDE) | January 2011
  
  PDF PDF
- Hyder – A Transactional Record Manager for Shared Flash
  
  Phil Bernstein, Colin Reid, Sudipto Das
  
  CIDR | January 2011
  
  Best Paper Award
  
  PDF Project
- Optimistic Concurrency Control by Melding Trees
  
  Phil Bernstein, Colin Reid, Ming Wu, Xinhao Yuan
  
  PVLDB | January 2011
  
  PDF
- Learning a Bi-Stochastic Data Similarity Matrix
  
  Fei Wang, Ping Li, Arnd Christian König, Arnd Christian König
  
  The 10th International Conference on Data Mining (ICDM) | December 2010
  
  PDF Project
- b-Bit Minwise Hashing for Estimating Three-Way Similarities
  
  Ping Li, Arnd Christian König, Wenhao Gui
  
  Twenty-Fourth Annual Conference on Neural Information Processing Systems (NIPS) | December 2010
  
  PDF Project
- Real-Time Spatio-Temporal Analytics using Microsoft StreamInsight
  
  Badrish Chandramouli, Mohamed Ali, Balan S. Raman, Ed Katibah
  
  18th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems (GIS ’10), San Jose, California | November 2010
  
  PDF Project
- Object-Oriented Constraints for XML Schema
  
  Suad Alagic, Phil Bernstein, Ruchi Jairath
  
  ICOODB | September 2010
  
  PDF Publication Publication
- High-Performance Dynamic Pattern Matching over Disordered Streams
  
  Badrish Chandramouli, Jonathan Goldstein, David Maier
  
  International Conference on Very Large Databases (VLDB), Singapore | September 2010
  
  PDF Project
- Tree Indexing on Solid State Drives
  
  Yinan Li, Bingsheng He, Jun Yang, Qiong Luo, Ke Yi
  
  PVLDB | September 2010
  
  PDF
- Automated Co-evoluation of Conceptual Models, Physical Databases, and Mapings
  
  James Terwilliger, Phil Bernstein, Adi Unnithan
  
  Conceptual Modeling — ER 2010 | September 2010
  
  ISBN: 978-3-642-16372-2
  
  Publication
- Variance Aware Optimization of Parameterized Queries
  
  Surajit Chaudhuri, Vivek Narasayya, Hongrae Lee
  
  ACM SIGMOD | June 2010
  
  ACM SIGMOD
  
  PDF Project Project
- Query Portals: Dynamically Generating Portals for Entity-Oriented Web Queries
  
  Sanjay Agrawal, Kaushik Chakrabarti, Surajit Chaudhuri, Venkatesh Ganti, Arnd Christian König, Arnd Christian König, Dong Xin
  
  International Conference on Management of Data (SIGMOD 2010) | June 2010
  
  International Conference on Management of Data (SIGMOD 2010)
  
  PDF Project Project
- On Indexing Error-Tolerant Set Containment
  
  Parag Agrawal, Arvind Arasu, Raghav Kaushik
  
  Proceedings of the ACM SIGMOD International Conference on Management of Data (SIGMOD) | June 2010
  
  Proceedings of the ACM SIGMOD International Conference on Management of Data (SIGMOD)
  
  PDF Project
- On Active Learning of Record Matching Packages
  
  Arvind Arasu, Michaela Götz, Raghav Kaushik
  
  Proceedings of the ACM SIGMOD International Conference on Management of Data (SIGMOD) | June 2010
  
  PDF Project
- An Extensible Test Framework for the Microsoft StreamInsight Query Processor
  
  Alex Raizman, Asvin Ananthanarayan, Anton Kirilov, Badrish Chandramouli, Mohamed Ali
  
  International Workshop on Testing Database Systems (DBTest 2010) colocated with SIGMOD 2010, Indianapolis, Indiana, USA | June 2010
  
  PDF Project
- Spatio-Temporal Stream Processing in Microsoft StreamInsight
  
  Mohamed Ali, Badrish Chandramouli, Balan Sethu Raman, Ed Katibah
  
  June 2010
  
  PDF Project
- b-Bit Minwise Hashing
  
  Ping Li, Arnd Christian König
  
  Nineteenth International World Wide Web Conference (WWW 2010) | April 2010
  
  PDF Project
- Interactive Physical Design Tuning
  
  Nicolas Bruno, Surajit Chaudhuri
  
  ICDE | April 2010
  
  Publication Access
- Workload Driven Index Defragmentation
  
  Vivek Narasayya, Manoj Syamala
  
  International Conference on Data Engineering (ICDE) | March 2010
  
  PDF Project
- Estimating the Compression Fraction of an Index Using Sampling
  
  Vivek Narasayya, Ravi Ramamurthy, Raghav Kaushik, Stratos Idreos
  
  International Conference on Data Engineering (ICDE) | March 2010
  
  International Conference on Data Engineering (ICDE)
  
  PDF Project
- Rule Profiling for Query Optimizers and their Implications
  
  Surajit Chaudhuri, Leo Giakoumakis, Vivek Narasayya, Ravi Ramamurthy
  
  International Conference of Data Engineering (ICDE) | March 2010
  
  PDF Project
- k-symmetry model for identity anonymization in social networks
  
  Wentao Wu, Yanghua Xiao, Wei Wang, Zhenying He, Zhihui Wang
  
  EDBT 2010, 13th International Conference on Extending Database Technology (EDBT 2010) | March 2010
  
  Publication Publication
- Precomputing Search Features for Fast and Accurate Query Classification
  
  Arnd Christian König, Arnd Christian König, Venkatesh Ganti, Xiao Li, Venky Ganti
  
  Third ACM International Conference on Web Search and Data Mining (WSDM 2010) | February 2010
  
  Third ACM International Conference on Web Search and Data Mining (WSDM 2010)
  
  PDF Project
- Keyword++: A Framework to Improve Keyword Search Over Entity Databases
  
  Venkatesh Ganti, Yeye He, Dong Xin
  
  Proceedings of International Conference on Very Large Databases (VLDB) | January 2010
  
  PDF Project
- Worry-Free Database Upgrades: Automated Model-Driven Evolution of Schemas and Complex Mappings
  
  James Terwilliger, Phil Bernstein, Adi Unnithan
  
  January 2010
  
  PDF Project
- Reverse Engineering Models from Databases to Bootstrap Application Development
  
  Ankit Malpani, Phil Bernstein, Sergey Melnik, James Terwilliger
  
  International Conference on Data Engineering | January 2010
  
  PDF Project
- Personalization as a service: the architecture and a case study
  
  Hang Guo, Jidong Chen, Wentao Wu, Wei Wang
  
  Proceedings of the First International CIKM Workshop on Cloud Data Management (CloudDb 2009) | November 2009
  
  Publication Publication
- iMecho: an associative memory based desktop search system
  
  Jidong Chen, Hang Guo, Wentao Wu, Wei Wang
  
  Proceedings of the 18th ACM Conference on Information and Knowledge Management (CIKM 2009) | November 2009
  
  Publication Publication
- Learning String Transformations from Examples
  
  Arvind Arasu, Surajit Chaudhuri, Raghav Kaushik
  
  VLDB | August 2009
  
  PDF Project
- On-The-Fly Progress Detection In Iterative Stream Queries
  
  Badrish Chandramouli, Jonathan Goldstein, David Maier
  
  International Conference on Very Large Databases (VLDB), Lyon, France | August 2009
  
  International Conference on Very Large Databases (VLDB), Lyon, France
  
  PDF Project
- Microsoft CEP Server and Online Behavioral Targeting
  
  Mohamed Ali, Ciprian Gerea, Beysim Sezgin, Tiho Tarnavski, Tomer Verona, Ping Wang, Peter Zabback, Anton Kirilov, Asvin Ananthanarayan, Ming Lu, Alex Raizman, Ramkumar Krishnan, Roman Schindlauer, Torsten Grabs, Sharon Bjeletich, Badrish Chandramouli, Jonathan Goldstein, Sudin Bhat, Ying Li, Vincenzo Di Nicola, Xianfang Wang, David Maier, Ivo Santos, Olivier Nano, Stephan Grell, Balan S. Raman
  
  International Conference on Very Large Data Bases (VLDB), Lyon, France | August 2009
  
  PDF Project
- HAMSTER: Using Search Clicklogs for Schema and Taxonomy Matching
  
  Arnab Nandi, Phil Bernstein
  
  Proceedings of VLDB 2009 | August 2009
  
  PDF Project
- Who Talks to Whom: Modeling Latent Structures in Dialogue Documents
  
  Bailu Ding, Jiang-Ming Yang, Chong Wang, Rui Cai, Zhiwei Li (李志伟), Lei Zhang
  
  NIPS Workshop on Applications for Topic Models: Text and Beyond | July 2009
  
  Publication
- Click-Through Prediction for News Queries
  
  Arnd Christian König, Michael Gamon, Qiang Wu
  
  32nd Annual ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2009) | July 2009
  
  PDF Project
- A Framework for Testing Query Transformation Rules
  
  Vivek Narasayya, Ravi Ramamurthy, Hicham Elmongui
  
  June 2009
  
  PDF
- Search your memory ! – an associative memory based desktop search system
  
  Jidong Chen, Hang Guo, Wentao Wu, Chunxin Xie
  
  Proceedings of the ACM SIGMOD International Conference on Management of Data (SIGMOD 2009) | June 2009
  
  ISBN: 978-1-60558-551-2
  
  Publication Publication
- A Declarative Entity Representation Framework
  
  Arvind Arasu, Raghav Kaushik
  
  Proceedings of the ACM SIGMOD International Conference on Management of Data (SIGMOD) | June 2009
  
  PDF Project
- Extending Autocompletion to Tolerate Errors
  
  Surajit Chaudhuri, Raghav Kaushik
  
  ACM SIGMOD | June 2009
  
  PDF Project
- Interactive Plan Hints for Query Optimization
  
  Nicolas Bruno, Surajit Chaudhuri, Ravi Ramamurthy
  
  SIGMOD | June 2009
  
  Publication Project
- Navigation Patterns from and to Social Media
  
  Michael Gamon, Arnd Christian König
  
  3rd AAAI Conference on Weblogs and Social Media (ICWSM 2009) | May 2009
  
  PDF Project
- Exploiting Web Search Engines to Search Structured Information
  
  Sanjay Agrawal, Surajit Chaudhuri, Kaushik Chakrabarti, Venkatesh Ganti, Dong Xin, Arnd Christian König, Arnd Christian König, Venky Ganti
  
  18th International World Wide Web Conference (WWW 2009) | April 2009
  
  PDF Project Project
- A Static Analysis Framework for Database Applications
  
  Vivek Narasayya, Manoj Syamala, Arjun Dasgupta
  
  International Conference on Data Engineering (ICDE) | April 2009
  
  PDF Project
- Query Portals: Dynamically Generating Portals for Web
  
  Sanjay Agrawal, Kaushik Chakrabarti, Surajit Chaudhuri, Venky Ganti, Arnd Christian König, Dong Xin
  
  18th International World Wide Web Conference (WWW 2009) | April 2009
  
  18th International World Wide Web Conference (WWW 2009)
  
  PDF Project Project
- A Data Structure for Sponsored Search
  
  Arnd Christian König, Ken Church, Martin Markov
  
  24th International Conference on Data Engineering (ICDE) | March 2009
  
  PDF Project
- Large-Scale Deduplication with Constraints using Dedupalog
  
  Arvind Arasu, Christopher Re, Dan Suciu
  
  Proceedings of the 25th International Conference on Data Engineering, ICDE 2009 | March 2009
  
  PDF Project
- Tree Indexing on Flash Disks
  
  Yinan Li, Bingsheng He, Qiong Luo, Ke Yi
  
  Proceedings of the 25th International Conference on Data Engineering, ICDE 2009, March 29 2009 – April 2 2009, Shanghai, China | March 2009
  
  Publication
- Efficiently indexing shortest paths by exploiting symmetry in graphs
  
  Yanghua Xiao, Wentao Wu, Jian Pei, Wei Wang, Zhenying He
  
  12th International Conference on Extending Database Technology (EDBT 2009) | March 2009
  
  Publication
- Power Hints for Query Optimization
  
  Nicolas Bruno, Surajit Chaudhuri, Ravi Ramamurthy
  
  Proceedings of the International Conference on Data Engineering (ICDE) | January 2009
  
  Publication Project Project
- Anonymization of Set Valued Data via Top Down, Local Generalization
  
  Yeye He, Jeffrey Naughton
  
  Proceedings of International Conference on Very Large Database (VLDB) | January 2009
  
  PDF
- Entity Categorization over Large Document Collections
  
  Venky Ganti, Arnd Christian König, Rares Vernica
  
  14th ACM International Conference on Knowledge Discovery and Data Mining (SIGKDD 2008) | August 2008
  
  PDF Project
- A Pay-As-You-Go Framework for Query Execution Feedback
  
  Surajit Chaudhuri, Vivek Narasayya, Ravi Ramamurthy
  
  VLDB | August 2008
  
  PDF Project Project
- An Efficient Filter for Approximate Membership Checking
  
  Kaushik Chakrabarti, Surajit Chaudhuri, Venkatesh Ganti, Dong Xin
  
  Proceedings of the ACM SIGMOD International Conference on Management of Data (SIGMOD 2008) | June 2008
  
  PDF Project
- Transformation-based Framework for Record Matching
  
  Arvind Arasu, Surajit Chaudhuri, Raghav Kaushik
  
  Proceedings of the 24th International Conference on Data Engineering, ICDE 2008 | June 2008
  
  PDF Project
- ProSem: Scalable Wide-Area Publish/Subscribe
  
  Badrish Chandramouli, Jun Yang, Pankaj K. Agarwal, Albert Yu, Ying Zheng
  
  2008 ACM SIGMOD International Conference on Management of Data (SIGMOD ’08) | June 2008
  
  PDF
- Incorporating String Transformations in Record Matching
  
  Arvind Arasu, Surajit Chaudhuri, Kris Ganjam, Raghav Kaushik
  
  SIGMOD | June 2008
  
  PDF Publication Project
- BLEWS: Using Blogs to Provide Context for News Articles
  
  Michael Gamon, Sumit Basu, Dmitriy Belenko, Danyel Fisher, Matthew Hurst, Arnd Christian König
  
  2nd AAAI Conference on Weblogs and Social Media (ICWSM 2008) | April 2008
  
  PDF Publication Project
- Diagnosing Estimation Errors in Page Counts using Execution Feedback
  
  Surajit Chaudhuri, Vivek Narasayya, Ravi Ramamurthy
  
  24th International Conference on Data Engineering | April 2008
  
  24th International Conference on Data Engineering
  
  PDF
- Efficient Algorithms for Node Disjoint Subgraph Homeomorphism Determination
  
  Yanghua Xiao, Wentao Wu, Wei Wang, Zhenying He
  
  13th International Conference on Database Systems for Advanced Applications (DASFAA 2008) | March 2008
  
  Publication Publication
- Constrained Physical Design Tuning
  
  Surajit Chaudhuri, Nicolas Bruno
  
  Proceedings of the International Conference on Very Large Databases (VLDB) | January 2008
  
  Publication Project
- Scalable Adhoc Entity Extraction from Text Collections
  
  Sanjay Agrawal, Kaushik Chakrabarti, Surajit Chaudhuri, Venky Ganti
  
  VLDB Conference | January 2008
  
  VLDB Conference
  
  PDF Project
- Self-Tuning Database Systems: A Decade of Progress
  
  Surajit Chaudhuri, Vivek Narasayya
  
  VLDB | September 2007
  
  PDF Project
- Bridging the Application and DBMS Profiling Divide for Database Application Developers
  
  Surajit Chaudhuri, Vivek Narasayya, Manoj Syamala
  
  VLDB | September 2007
  
  VLDB
  
  PDF Project
- Heavy-Tailed Distributions and Multi-Keyword Queries
  
  Surajit Chaudhuri, Kenneth Church, Liying Sui, Arnd Christian König, Arnd Christian König, Ken Church
  
  30th ACM SIGIR International Conference on Research & Developement on Information Retreival | July 2007
  
  PDF Project
- EaseDB: a cache-oblivious in-memory query processor
  
  Bingsheng He, Yinan Li, Qiong Luo, Dongqing Yang
  
  Proceedings of the ACM SIGMOD International Conference on Management of Data, Beijing, China, June 12-14, 2007 | June 2007
  
  Proceedings of the ACM SIGMOD International Conference on Management of Data, Beijing, China, June 12-14, 2007
  
  Publication
- Fine Grained Authorization Through Predicated Grants
  
  Surajit Chaudhuri, Tanmoy Dutta, S Sudarshan
  
  IEEE International Conference on Data Engineering | April 2007
  
  IEEE International Conference on Data Engineering
  
  PDF
- An Online Approach to Physical Design Tuning
  
  Surajit Chaudhuri, Nicolas Bruno
  
  Proceedings of the International Conference on Data Engineering (ICDE) | January 2007
  
  Publication Project
- Physical design refinement: The merge-reduce approach
  
  Nicolas Bruno, Surajit Chaudhuri
  
  Transactions on Database Systems | January 2007
  
  Publication
- Online autoadmin: (physical design tuning)
  
  Nicolas Bruno, Surajit Chaudhuri
  
  SIGMOD | January 2007
  
  Publication
- Example Driven Design of Efficient Record Matching Queries
  
  Surajit Chaudhuri, Bee Chung Chen, Venky Ganti, Raghav Kaushik
  
  VLDB | January 2007
  
  PDF Project
- Stop-and-Restart Style Execution for Long Running Decision Support Queries
  
  Surajit Chaudhuri, Raghav Kaushik, Abhijit Pol, Ravi Ramamurthy
  
  VLDB | January 2007
  
  PDF
- Leveraging Aggregate Constraints for Deduplication
  
  Surajit Chaudhuri, Anish Das Sarma, Venky Ganti, Raghav Kaushik
  
  SIGMOD | January 2007
  
  PDF Project
- Consistent Streaming Through Time: A Vision for Event Stream Processing
  
  Roger Barga, Jonathan Goldstein, Mohamed Ali, Mingsheng Hong,
  
  3rd Biennial Conference on Innovative Data Systems Research (CIDR 2007) | January 2007
  
  PDF Project
- Efficient Exact Set-Similarity Joins
  
  Arvind Arasu, Venky Ganti, Raghav Kaushik
  
  Proceedings of the 32nd International Conference on Very Large Data Bases, VLDB 2006 | August 2006
  
  Proceedings of the 32nd International Conference on Very Large Data Bases, VLDB 2006
  
  PDF Project
- Automating Physical Database Design: Workload as a Sequence
  
  Sanjay Agrawal, Eric Chu, Vivek Narasayya
  
  SIGMOD | June 2006
  
  PDF Project
- Reducing the Human Overhead in Text Categorization
  
  Arnd Christian König, Eric Brill
  
  Proceedings of KDD 2006 | January 2006
  
  PDF Project
- Scalable Exploration of Physical Database Design
  
  Arnd Christian König, Shubha U. Nabar
  
  22nd International Conference on Data Engineering | January 2006
  
  PDF Project
- To Tune or not to Tune? A Lightweight Physical Design Alerter
  
  Surajit Chaudhuri, Nicolas Bruno
  
  Proceedings of the International Conference on Very Large Databases (VLDB) | January 2006
  
  Publication Project
- Generating Queries with Cardinality Constraints for DBMS Testing
  
  Nicolas Bruno, Surajit Chaudhuri, Dilys Thomas
  
  Transactions on Knowledge and Data Engineering | January 2006
  
  Publication Project
- AutoAdmin: Self-Tuning Database Systems Technology
  
  Sanjay Agrawal, Nicolas Bruno, Surajit Chaudhuri, Vivek Narasayya
  
  Data Engineering Bulletin | January 2006
  
  Publication Project
- A Primitive Operator for Similarity Joins in Data Cleaning
  
  Surajit Chaudhuri, Venky Ganti, Raghav Kaushik
  
  ICDE | January 2006
  
  PDF
- Robust Cardinality and Cost Estimation for Skyline Operator
  
  Surajit Chaudhuri, Nilesh Dalvi, Raghav Kaushik
  
  ICDE | January 2006
  
  PDF Project
- Efficient Computation of Multiple Group-By Queries
  
  Vivek Narasayya, Zhimin Chen
  
  SIGMOD | June 2005
  
  PDF Project
- Data Cleaning in Microsoft SQL Server 2005
  
  Surajit Chaudhuri, Kris Ganjam, Rahul Kapoor, Vivek Narasayya, Theo Vassilakis
  
  SIGMOD | June 2005
  
  PDF Project
- Redundant Bit Vectors for Quickly Searching High-Dimensional Regions
  
  Jonathan Goldstein, John Platt, Chris J.C. Burges
  
  May 2005
  
  PDF Publication
- Automatic Physical Database Tuning: A Relaxation-based Approach
  
  Nicolas Bruno, Surajit Chaudhuri
  
  Proceedings of the ACM International Conference on Management of Data (SIGMOD) | January 2005
  
  Publication Project
- Flexible Database Generators
  
  Nicolas Bruno, Surajit Chaudhuri
  
  January 2005
  
  Publication Project
- When Can we Trust Progress Estimators for SQL Queries?
  
  Surajit Chaudhuri, Raghav Kaushik, Ravishankar Ramamurthy, Ravi Ramamurthy
  
  SIGMOD | January 2005
  
  PDF
- Database Tuning Advisor for Microsoft SQL Server 2005
  
  Sanjay Agrawal, Surajit Chaudhuri, Lubor Kollar, Arun Marathe, Vivek Narasayya, Manoj Syamala
  
  VLDB | August 2004
  
  PDF Project
- Resource Sharing in Continuous Sliding-Window Aggregates
  
  Arvind Arasu, Jennifer Widom
  
  Proceedings of the 30th International Conference on Very Large Data Bases (VLDB 2004) | August 2004
  
  PDF
- Approximate Counts and Quantiles over Sliding Windows
  
  Gurmeet Singh Manku, Arvind Arasu
  
  Proceedings of the 23rd ACM SIGACT-SIGMOD-SIGART Symposium on Principles of Database Systems, PODS 2004 | June 2004
  
  PDF
- Estimating Progress of Execution for SQL Queries
  
  Surajit Chaudhuri, Vivek Narasayya, Ravi Ramamurthy
  
  SIGMOD | June 2004
  
  PDF Project
- Integrating Vertical and Horizontal Partitioning into Automated Physical Database Design
  
  Sanjay Agrawal, Vivek Narasayya, Beverly Yang
  
  SIGMOD | June 2004
  
  PDF Project
- SQLCM: A Contiuous Monitoring Framework for Relational Database Engines
  
  Surajit Chaudhuri, Arnd Christian König, Vivek Narasayya
  
  20th International Conference on Data Engineering | March 2004
  
  20th International Conference on Data Engineering
  
  PDF Publication Project
- Conditional Selectivity for Statistics on Query Expressions
  
  Nicolas Bruno, Surajit Chaudhuri
  
  SIGMOD | January 2004
  
  Publication Project Project
- Automatic Categorization of Query Results
  
  Kaushik Chakrabarti, Surajit Chaudhuri, Seung-won Hwang
  
  ACM SIGMOD Conference | January 2004
  
  PDF Project Project
- Primitives for Workload Summarization and Implications for SQL
  
  Surajit Chaudhuri, Prasanna Ganesan, Vivek Narasayya
  
  VLDB | September 2003
  
  VLDB
  
  PDF Project
- Extracting structured data from Web pages
  
  Arvind Arasu, Hector Garcia-Molina
  
  Proceedings of the 2003 ACM SIGMOD International Conference on Management of Data | June 2003
  
  PDF
- Robust and Efficient Fuzzy Match for Online Data Cleaning
  
  Surajit Chaudhuri, Kris Ganjam, Venky Ganti, Rajeev Motwani
  
  January 2003
  
  PDF Project
- Databases and IR: Perspectives of a SQL Guy
  
  Surajit Chaudhuri
  
  NSF Information and Data Management PI Workshop | January 2003
  
  PDF
- On Relational Support for XML Publishing: Beyond Sorting and Tagging
  
  Surajit Chaudhuri, Raghav Kaushik, Jeffrey F. Naughton
  
  SIGMOD | January 2003
  
  SIGMOD
  
  PDF
- Reliability in Single Domain vs. Multi Domain Optical Mesh Networks
  
  A. A. Akyamac, Sudipta Sengupta, Surajit Chaudhuri
  
  National Fiber Optic Engineers Conference (NFOEC) 2002, Dallas (USA) | October 2002
  
  Publication
- DBXplorer: Enabling Keyword Search over Relational Databases
  
  Sanjay Agrawal, Surajit Chaudhuri, Gautam Das
  
  ACM SIGMOD 2002 | June 2002
  
  ISBN: 1-58113-497-5
  
  Publication Publication Project
- Compressing SQL Workloads
  
  Surajit Chaudhuri, Vivek Narasayya
  
  SIGMOD | June 2002
  
  PDF Project
- Analysis of Enhanced OSPF for Routing Lightpaths in Optical Mesh Networks
  
  Sudipta Sengupta, D. Saha, Surajit Chaudhuri
  
  IEEE International Conference on Communications (ICC) 2002, New York (USA) | April 2002
  
  ISBN: 0-7803-7400-2
  
  Publication Publication
- A Framework for the Physical Design Problem for Data Synopses
  
  Arnd Christian König, Arnd Christian Konig, Gerhard Weikum
  
  EDBT 2002 – Advances in Database Technology | January 2002
  
  PDF
- Efficient Evaluation of Queries with Mining Predicates
  
  Surajit Chaudhuri, Sunita Sarawagi, Vivek Narasayya
  
  Proceedings of 18th International Conference on Data Engineering | January 2002
  
  PDF Project
- Extensible Query Optimizers in Practice
  
  Bailu Ding, Vivek Narasayya, Surajit Chaudhuri
  
  Published by Foundations and Trends® in Databases | December 2024, Vol 14
  
  Publication DOI PDF
- Generic Schema Matching With Cupid
  
  Jayant Madhavan, Phil Bernstein, Erhard Rahm
  
  MSR-TR-2001-58 | August 2001
  
  PDF Publication Project
- A Robust, Optimization-Based Approach for Approximate Answering of Aggregate Queries
  
  Surajit Chaudhuri, Gautam Das, Vivek Narasayya
  
  MSR-TR-2001-37 | May 2001
  
  Technical Report UU-CS-2001-35, Departement of Computer Science, Universiteit Utrecht
  
  Document PDF Project
- STHoles: A Multidimensional Workload-Aware Histogram
  
  Nicolas Bruno, Surajit Chaudhuri, Luis Gravano
  
  MSR-TR-2001-36 | March 2001
  
  Published by Microsoft
  
  Publication Project Project
- On Matching Schemas Automatically
  
  Erhard Rahm, Phil Bernstein
  
  MSR-TR-2001-17 | February 2001
  
  PDF Project
- A Vision for Management of Complex Models
  
  Phil Bernstein, Alon Y. Levy, Rachel A. Pottinger
  
  MSR-TR-2000-53 | June 2000
  
  PDF
- Accurate Query Optimization by Sub-plan Memoization
  
  Ashraf Aboulnaga, Surajit Chaudhuri
  
  MSR-TR-1999-102 | December 1999
  
  Document PDF Project
- The Asilomar Report on Database Research
  
  Phil Bernstein, et al
  
  MSR-TR-98-57 | September 1998
  
  Document
- A Critique of ANSI SQL Isolation Levels
  
  Hal Berenson, Phil Bernstein, Jim Gray, Jim Melton, Elizabeth O'Neil, Patrick O'Neil
  
  MSR-TR-95-51 | June 1995
  
  PDF Document Publication
- T-ReX: Optimizing Pattern Search on Time Series (Extended Version)
  
  Silu Huang, Erkang (Eric) Zhu, Surajit Chaudhuri, Leonhard Spiegelberg
  
  MSR-TR-2023-12 | March 2023
  
  Published by Microsoft
  
  Publication
- High-Performance Row Pattern Recognition Using Joins (Technical Report)
  
  Erkang (Eric) Zhu, Silu Huang, Surajit Chaudhuri
  
  MSR-TR-2022-34 | May 2022
  
  Published by Microsoft
  
  Publication
- Q-error Bounds of Random Uniform Sampling for Cardinality Estimation
  
  Beibin Li, Yao Lu, Chi Wang, Srikanth Kandula
  
  MSR-TR-2021-29 | September 2021
  
  Published by Microsoft
  
  Publication
- COMPARE: Accelerating Groupwise Comparison in Relational Databases for Data Analytics (Extended Version)
  
  Tarique Siddiqui, Surajit Chaudhuri, Vivek Narasayya
  
  MSR-TR-2021-13 | July 2021
  
  Published by Microsoft Research
  
  Publication
- ALEX: An Updatable Adaptive Learned Index
  
  Jialin Ding, Umar Farooq Minhas, Jia Yu, Chi Wang, Jaeyoung Do, Yinan Li, Hantian Zhang, Badrish Chandramouli, Johannes Gehrke, Donald Kossmann, David Lomet, Tim Kraska
  
  MSR-TR-2020-12 | May 2020
  
  Published by Microsoft
  
  SIGMOD 2020 | June 2020
  
  Publication DOI Github
- Bitvector-aware Query Optimization for Decision Support Queries (extended version)
  
  Bailu Ding, Surajit Chaudhuri, Vivek Narasayya
  
  MSR-TR-2020-8 | April 2020
  
  Published by Microsoft
  
  Publication Project
- CRA: A Common Runtime for Applications
  
  Badrish Chandramouli, Umar Farooq Minhas, Ibrahim Sabek
  
  MSR-TR-2019-2 | February 2019
  
  Published by Microsoft
  
  https://github.com/Microsoft/CRA
  
  PDF Project Project
- A.M.B.R.O.S.I.A: Providing Performant Virtual Resiliency for Distributed Applications
  
  Jonathan Goldstein, Ahmed Abdelhamid, Mike Barnett, Sebastian Burckhardt, Badrish Chandramouli, Darren Gehring, Niel Lebeck, Christopher Meiklejohn, Umar Farooq Minhas, Ryan Newton, Rahee Ghosh Peshawaria, Tal Zaccai, Irene Zhang
  
  MSR-TR-2018-40 | December 2018
  
  Published by Microsoft
  
  This paper describes the main ideas and research behind the open source Ambrosia platform for writing resilient distributed applications.
  
  Publication Project Project
- Transactions for Distributed Actors in the Cloud
  
  Tamer Eldeeb, Phil Bernstein
  
  MSR-TR-2016-1001 | October 2016
  
  PDF Project
- The Quill Distributed Analytics Library and Platform
  
  Badrish Chandramouli, Raul Castro Fernandez, Jonathan Goldstein, Ahmed Eldawy, Abdul Quamar
  
  MSR-TR-2016-25 | August 2016
  
  Technical Report
  
  PDF Project
- Shrink – Prescribing Resiliency Solutions for Streaming
  
  Badrish Chandramouli, Jonathan Goldstein
  
  MSR-TR-2016-15 | June 2016
  
  PDF Project Project
- Tempe: An Interactive Data Science Environment for Exploration of Temporal and Streaming Data
  
  Danyel Fisher, Badrish Chandramouli, Robert DeLIne, Jonathan Goldstein, Andrei Aron, Mike Barnett, John Platt, James Terwilliger, John Wernsing
  
  MSR-TR-2014-148 | November 2014
  
  PDF Project Project
- Scalable Progressive Analytics on Big Data in the Cloud
  
  Badrish Chandramouli, Jonathan Goldstein, Abdul Quamar
  
  MSR-TR-2013-78 | August 2014
  
  International Conference on Very Large Databases (PVLDB Vol. 6, Issue. 14)
  
  PDF Publication Project
- Transaction Processing on Confidential Data Using Cipherbase
  
  Arvind Arasu, Ken Eguro, Manas Joglekar, Raghav Kaushik, Donald Kossmann, Ravi Ramamurthy
  
  MSR-TR-2014-106 | August 2014
  
  PDF
- The Trill Incremental Analytics Engine
  
  Badrish Chandramouli, Jonathan Goldstein, Mike Barnett, John Wernsing, John Platt, Robert DeLine, Danyel Fisher, James Terwilliger, Robert DeLIne
  
  MSR-TR-2014-54 | April 2014
  
  PDF Project
- Orleans: Distributed Virtual Actors for Programmability and Scalability
  
  Phil Bernstein, Sergey Bykov, Alan Geller, Gabriel Kliot, Jorgen Thelin
  
  MSR-TR-2014-41 | March 2014
  
  PDF Project
- Incremental Mapping Compilation in an Object-to-Relational Mapping System (Extended Version)
  
  Phil Bernstein, Marie Jacob, Jorge Perez, Guillem Rull, James Terwilliger
  
  MSR-TR-2013-45 | June 2013
  
  PDF
- Supporting Distributed Feed-Following Apps over Edge Devices
  
  Badrish Chandramouli, Suman Nath, Wenchao Zhou
  
  MSR-TR-2012-73 | July 2012
  
  PDF
- Exploratory Visualization Involving Incremental, Approximate Database Queries and Uncertainty
  
  Danyel Fisher, Steven Drucker, Arnd Christian König
  
  MSR-TR-2012-134 | July 2012
  
  IEEE Computer Graphics and Applications
  
  PDF Project
- Physically Independent Stream Merging
  
  Badrish Chandramouli, David Maier, Jonathan Goldstein
  
  MSR-TR-2011-82 | July 2011
  
  PDF Project
- Temporal Analytics on Big Data for Web Advertising
  
  Badrish Chandramouli, Jonathan Goldstein, Songyun Duan
  
  MSR-TR-2011-87 | June 2011
  
  PDF Project
- Data Stream Management Systems for Computational Finance
  
  Badrish Chandramouli, Mohamed Ali, Jonathan Goldstein, Beysim Sezgin, Balan S. Raman
  
  MSR-TR-2010-130 | September 2010
  
  PDF Project
- FD-Buffer: A Buffer Manager for Databases on Flash Disks
  
  Sai Tung On, Yinan Li, Bingsheng He, Ming Wu, Qiong Luo, Jianliang Xu
  
  MSR-TR-2010-121 | September 2010
  
  PDF
- Accurate Latency Estimation in a Distributed Event Processing System
  
  Badrish Chandramouli, Jonathan Goldstein, Roger Barga, Mirek Riedewald, Ivo Santos,
  
  MSR-TR-2010-146 | July 2010
  
  PDF Project
- An Object-oriented Core for XML Schema
  
  Suad Alagic, Phil Bernstein
  
  MSR-TR-2008-182 | December 2008
  
  Revised May 2009
  
  PDF
- Mapping XSD to OO Schemas
  
  Suad Alagic, Phil Bernstein
  
  MSR-TR-2008-183 | December 2008
  
  PDF
- Provenance Algebra and Materialized View-based Provenance Management
  
  Satya S. Sahoo, Roger S. Barga, Jonathan Goldstein, Amit P. Sheth
  
  MSR-TR-2008-170 | November 2008
  
  PDF
- Consistency Sensitive Operators in CEDR
  
  Jonathan Goldstein, Mingsheng Hong, Mohamed Ali,
  
  MSR-TR-2007-158 | December 2007
  
  PDF Project
- Translating Schemas and Data Between Metamodels
  
  Peter Mork, Philip A. Bernstein, Sergey Melnik, Phil Bernstein
  
  MSR-TR-2007-36 | April 2007
  
  PDF Project
- An Online Bibliography on Schema Evolution
  
  Erhard Rahm, Phil Bernstein
  
  MSR-TR-2006-141 | October 2006
  
  Document PDF Project
- Relaxed Currency Serializability for Middle-Tier Caching and Replication (extended version)
  
  Phil Bernstein, Alan Fekete, Hongfei Guo, Raghu Ramakrishnan, Pradeep Tamma
  
  MSR-TR-2006-34 | June 2006
  
  PDF Document
- Partially Materialized Views
  
  Jingren Zhou, Paul Larson, Jonathan Goldstein
  
  MSR-TR-2005-77 | June 2005
  
  PDF
- A Semantics for Model Management Operators
  
  Sergey Melnik, Philip A. Bernstein, Alon Halevy, Erhard Rahm, Phil Bernstein
  
  MSR-TR-2004-59 | June 2004
  
  PDF Project
- Challenges in Precisely Aligning Models of Human Anatomy Using Generic Schema Matching
  
  Peter Mork, Rachel A. Pottinger, Phil Bernstein
  
  MSR-TR-2003-76 | September 2003
  
  PDF Project
- The Lowell Database Research Self Assessment
  
  Stan Zdonik, Jennifer Widom, Gerhard Weikum, Jeff Ullman, Rick Snodgrass, Mike Stonebraker, Avi Silberschatz, Timos Sellis, Hans Schek, Jeff Naughton, David Maier, Serge Abiteboul, Rakesh Agrawal, Phil Bernstein, Mike Carey, Stefano Ceri, Bruce Croft, David DeWitt, Mike Franklin, Hector Garcia Molina, Dieter Gawlick, Jim Gray, Laura Haas, Alon Halevy, Joe Hellerstein, Yannis Ioannidis, Martin Kersten, Michael Pazzani, Mike Lesk
  
  MSR-TR-2003-69 | June 2003
  
  PDF Document Publication
- Anytime Algorithm of Database Tuning Advisor for Microsoft SQL Server
  
  Surajit Chaudhuri, Vivek Narasayya
  
  June 2020
  
  Publication Project
- On The Security Of Querying Encrypted Data
  
  Arvind Arasu, Raghav Kaushik, Ravi Ramamurthy
  
  January 2012
  
  PDF
- Temporal Graph Traversals: Definitions, Algorithms, and Applications
  
  Silu Huang, James Cheng, Huanhuan Wu
  
  January 2014
  
  January 2014
  
  Publication
- Leadership and Advocacy
  
  Phil Bernstein
  
  Making Databases Work: The Pragmatic Wisdom of Michael Stonebraker | Published by ACM and Morgan Claypool | 2018
  
  DOI

Data Systems Group

Publications

Auto-Relate: A Unified Approach to Discovering Reliable Functional Relationships Leveraging Statistical Tests

Understanding and Detecting Query Performance Regression in Practical Index Tuning

Esc: An Early-stopping Checker for Budget-aware Index Tuning (Extended Version)

Scaling GPU-Accelerated Databases Beyond GPU Memory Size

Retrieval with Learned Similarities

FreewayML: An Adaptive and Stable Streaming Learning Framework for Dynamic Data Stream

Netherite: Efficient Execution of Serverless Workflows (Extended Journal Version)

QURE: AI-assisted and Automatically Verified UDF Inlining

Hybrid Cost Modeling for Reducing Query Performance Regression in Index Tuning

Extensible Query Optimizers in Practice

SilvanForge: A Schedule-Guided Retargetable Compiler for Decision Tree Inference

Budget-aware Query Tuning: An AutoML Perspective

Cloud Actor-Oriented Database Transactions in Orleans

Wii: Dynamic Budget Reallocation In Index Tuning (Extended Version)

Wred: Workload Reduction for Scalable Index Tuning

Stochastic gradient descent without full data shuffle: with applications to in-database machine learning and deep learning systems

Data Debugging with Shapley Importance over Machine Learning Pipelines

ML-Powered Index Tuning: An Overview of Recent Progress and Open Challenges

How Good are Machine Learning Clouds? Benchmarking Two Snapshots over 5 Years

Flexible Resource Allocation for Relational Database-as-a-Service

Solver-In-The-Loop Cluster Resource Management for Database-as-a-Service

Analyzing the Impact of Cardinality Estimation on Execution Plans in Microsoft SQL Server

Serving and Optimizing Machine Learning Workflows on Heterogeneous Infrastructures

A Systematic Evaluation of Machine Learning on Serverless Infrastructure

Auto-BI: Automatically Build BI-Models Leveraging Local Join Prediction and Global Schema Graph

An Empirical Study on Challenging Math Problem Solving with GPT-4

Ground Truth Inference for Weakly Supervised Entity Matching

Predicate Pushdown for Data Science Pipelines

Selection Pushdown in Column Stores using Bit Manipulation Instructions

Generating Test Databases for Database-Backed Applications

Escapement: A Tool for Interactive Prototyping with Video via Sensor-Mediated Abstraction of Time

Automatic Feasibility Study via Data Quality Analysis for ML: A Case-Study on Label Noise

T-ReX: Optimizing Pattern Search on Time Series (Extended Version)

High-Performance Row Pattern Recognition Using Joins

FastVer2: A Provably Correct Monitor for Concurrent, Key-Value Stores

Tenant Placement in Over-subscribed Database-as-a-Service Clusters

DISTILL: Low-Overhead Data-Driven Techniques for Filtering and Costing Indexes for Scalable Index Tuning (Extended Version)

Expressive Querying for Accelerating Visual Analytics

Budget-aware Index Tuning with Reinforcement Learning (Extended Version)

Optimizing Machine Learning Inference Queries with Correlative Proxy Models

Demonstration of Accelerating Machine Learning Inference Queries with Correlative Proxy Models

In-Database Machine Learning with CorgiPile: Stochastic Gradient Descent without Full Data Shuffle

ISUM: Efficiently Compressing Large and Complex Workloads for Scalable Index Tuning (Extended Version)

Factor Windows: Cost-based Query Rewriting for Optimizing Correlated Window Aggregates

High-Performance Row Pattern Recognition Using Joins (Technical Report)

Understanding Multi-Device Usage Patterns: Physical Device Configurations and Fragmented Workflows

Netherite: Efficient Execution of Serverless Workflows

Warper: Efficiently Adapting Learned Cardinality Estimators to Data and Workload Drifts

Zeus: Efficiently Localizing Actions in Videos using Reinforcement Learning

Data Science Through the Looking Glass: Analysis of Millions of GitHub Notebooks and ML.NET Pipelines

PACk: An Efficient Partition-based Distributed Agglomerative Hierarchical Clustering Algorithm for Deduplication

CompuCache: Remote Computable Caching using Spot VMs

Redy: Remote Dynamic Memory Cache

Leveraging query logs and machine learning for parametric query optimization

Pre-training Summarization Models of Structured Datasets for Cardinality Estimation

DSB: A Decision Support Benchmark for Workload-Driven and Traditional Database Systems

Q-error Bounds of Random Uniform Sampling for Cardinality Estimation

Data-induced predicates for sideways information passing in query optimizers

OpenBox: A Generalized Black-box Optimization Service

Cardinality Estimation: Is Machine Learning a Silver Bullet?

COMPARE: Accelerating Groupwise Comparison in Relational Databases for Data Analytics

Crystal: A Unified Cache Storage System for Analytical Databases

Hyperspace: The Indexing Subsystem of Azure Synapse

Nearest Neighbor Classifiers over Incomplete Information: From Certain Answers to Certain Predictions

Optimization of threshold functions over streams

VolcanoML: Speeding up End-to-End AutoML via Scalable Search Space Decomposition

The Case for ML-Enhanced High-Dimensional Indexes

COMPARE: Accelerating Groupwise Comparison in Relational Databases for Data Analytics (Extended Version)

Auto-Pipeline: Synthesizing Complex Data Pipelines By-Target Using Reinforcement Learning and Search

FastVer: Making Data Integrity a Commodity

Asynchronous Prefix Recoverability for Fast Distributed Stores

Instance-Optimized Data Layouts for Cloud Analytics Workloads

Towards Demystifying Serverless Machine Learning Training

Towards understanding end-to-end learning in the context of data: machine learning dancing over semirings & Codd’s table

Economical Hyperparameter Optimization with Blended Search Strategy

From Sketching to Natural Language: Expressive Visual Querying for Accelerating Insight

Auto-FuzzyJoin: Auto-Program Fuzzy Similarity Joins Without Labeled Examples

Auto-Validate: Unsupervised Data Validation Using Data-Domain Patterns Inferred from Data Lakes