Tarique Siddiqui

Principal Researcher

Publications

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- 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
- Sibyl: Forecasting Time-Evolving Query Workloads
  
  Hanxian Huang, Tarique Siddiqui, Rana Alotaibi, Carlo Curino, Jyoti Leeka, Alekh Jindal, Jishen Zhao, Jesús Camacho-Rodríguez, Yuanyuan Tian
  
  SIGMOD | June 2024
  
  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
- 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
- Cache-Efficient Top-k Aggregation over High Cardinality Large Datasets
  
  Tarique Siddiqui, Vivek Narasayya, Marius Dumitru, Surajit Chaudhuri
  
  Proceedings of the VLDB Endowment (VLDB 2024) | December 2023
  
  Publication
- 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
- 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
- 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
- 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
- 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
- Three lessons from accelerating scientific insight discovery via visual querying
  
  Doris Lee, Tarique Siddiqui, Karrie Karahalios, Aditya Parameswaran
  
  Patterns | October 2020
  
  Publication
- 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
- 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
- ShapeSearch: Flexible Pattern-based Querying of Trend Line Visualizations
  
  Tarique Siddiqui, Paul Luh, Zesheng Wang, Karrie Karahalios, Aditya Parameswaran
  
  VLDB | August 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
- Towards Visualization Recommendation Systems
  
  Manasi Vartak, Silu Huang, Tarique Siddiqui, Sam Madden, Aditya Parameswaran
  
  SIGMOD Record | March 2017
  
  Publication
- 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
- 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

- 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
- Sibyl: Forecasting Time-Evolving Query Workloads
  
  Hanxian Huang, Tarique Siddiqui, Rana Alotaibi, Carlo Curino, Jyoti Leeka, Alekh Jindal, Jishen Zhao, Jesús Camacho-Rodríguez, Yuanyuan Tian
  
  SIGMOD | June 2024
  
  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
- 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
- Cache-Efficient Top-k Aggregation over High Cardinality Large Datasets
  
  Tarique Siddiqui, Vivek Narasayya, Marius Dumitru, Surajit Chaudhuri
  
  Proceedings of the VLDB Endowment (VLDB 2024) | December 2023
  
  Publication
- 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
- 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
- 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
- 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
- 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
- Three lessons from accelerating scientific insight discovery via visual querying
  
  Doris Lee, Tarique Siddiqui, Karrie Karahalios, Aditya Parameswaran
  
  Patterns | October 2020
  
  Publication
- 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
- 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
- ShapeSearch: Flexible Pattern-based Querying of Trend Line Visualizations
  
  Tarique Siddiqui, Paul Luh, Zesheng Wang, Karrie Karahalios, Aditya Parameswaran
  
  VLDB | August 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
- Towards Visualization Recommendation Systems
  
  Manasi Vartak, Silu Huang, Tarique Siddiqui, Sam Madden, Aditya Parameswaran
  
  SIGMOD Record | March 2017
  
  Publication
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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

- 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
- 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
- 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
- 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
- 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
- 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
- Sibyl: Forecasting Time-Evolving Query Workloads
  
  Hanxian Huang, Tarique Siddiqui, Rana Alotaibi, Carlo Curino, Jyoti Leeka, Alekh Jindal, Jishen Zhao, Jesús Camacho-Rodríguez, Yuanyuan Tian
  
  SIGMOD | June 2024
  
  Publication
- Cache-Efficient Top-k Aggregation over High Cardinality Large Datasets
  
  Tarique Siddiqui, Vivek Narasayya, Marius Dumitru, Surajit Chaudhuri
  
  Proceedings of the VLDB Endowment (VLDB 2024) | December 2023
  
  Publication
- 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
- 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
- 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
- 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
- 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
- ShapeSearch: Flexible Pattern-based Querying of Trend Line Visualizations
  
  Tarique Siddiqui, Paul Luh, Zesheng Wang, Karrie Karahalios, Aditya Parameswaran
  
  VLDB | August 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
- Towards Visualization Recommendation Systems
  
  Manasi Vartak, Silu Huang, Tarique Siddiqui, Sam Madden, Aditya Parameswaran
  
  SIGMOD Record | March 2017
  
  Publication
- 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
- 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
- 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