Tarique Siddiqui

30 papers A 2Journal 22Unranked 5
YearRankTypeTitle / Venue / Authors
2025 J jnl
QURE: AI-Assisted and Automatically Verified UDF Inlining.
Proc. ACM Manag. Data
Tarique Siddiqui, Arnd Christian König, Jiashen Cao, Cong Yan, Shuvendu K. Lahiri
2024 J jnl
Sibyl: Forecasting Time-Evolving Query Workloads.
CoRR
Hanxian Huang, Tarique Siddiqui, Rana Alotaibi, Carlo Curino, Jyoti Leeka, Alekh Jindal, Jishen Zhao, Jesús Camacho-Rodríguez, Yuanyuan Tian
2024 J jnl
Sibyl: Forecasting Time-Evolving Query Workloads.
Proc. ACM Manag. Data
Hanxian Huang, Tarique Siddiqui, Rana Alotaibi, Carlo Curino, Jyoti Leeka, Alekh Jindal, Jishen Zhao, Jesús Camacho-Rodríguez, Yuanyuan Tian
2024 J jnl
Wred: Workload Reduction for Scalable Index Tuning.
Proc. ACM Manag. Data
Matteo Brucato, Tarique Siddiqui, Wentao Wu, Vivek R. Narasayya, Surajit Chaudhuri
2023 J jnl
Cache-Efficient Top-k Aggregation over High Cardinality Large Datasets.
Proc. VLDB Endow.
Tarique Siddiqui, Vivek R. Narasayya, Marius Dumitru, Surajit Chaudhuri
2023 J jnl
ML-Powered Index Tuning: An Overview of Recent Progress and Open Challenges.
CoRR
Tarique Siddiqui, Wentao Wu
2023 J jnl
ML-Powered Index Tuning: An Overview of Recent Progress and Open Challenges.
SIGMOD Rec.
Tarique Siddiqui, Wentao Wu
2022 — conf
Budget-aware Index Tuning with Reinforcement Learning.
SIGMOD Conference
Wentao Wu, Chi Wang, Tarique Siddiqui, Junxiong Wang, Vivek R. Narasayya, Surajit Chaudhuri, Philip A. Bernstein
2022 J jnl
DISTILL: Low-Overhead Data-Driven Techniques for Filtering and Costing Indexes for Scalable Index Tuning.
Proc. VLDB Endow.
Tarique Siddiqui, Wentao Wu, Vivek R. Narasayya, Surajit Chaudhuri
2022 J jnl
Expressive querying for accelerating visual analytics.
Commun. ACM
Tarique Siddiqui, Paul Luh, Zesheng Wang, Karrie Karahalios, Aditya G. Parameswaran
2022 — conf
ISUM: Efficiently Compressing Large and Complex Workloads for Scalable Index Tuning.
SIGMOD Conference
Tarique Siddiqui, Saehan Jo, Wentao Wu, Chi Wang, Vivek R. Narasayya, Surajit Chaudhuri
2021 J jnl
COMPARE: Accelerating Groupwise Comparison in Relational Databases for Data Analytics.
CoRR
Tarique Siddiqui, Surajit Chaudhuri, Vivek R. Narasayya
2021 J jnl
COMPARE: Accelerating Groupwise Comparison in Relational Databases for Data Analytics.
Proc. VLDB Endow.
Tarique Siddiqui, Surajit Chaudhuri, Vivek R. Narasayya
2021 J jnl
From Sketching to Natural Language: Expressive Visual Querying for Accelerating Insight.
SIGMOD Rec.
Tarique Siddiqui, Paul Luh, Zesheng Wang, Karrie Karahalios, Aditya G. Parameswaran
2020 — conf
Cost Models for Big Data Query Processing: Learning, Retrofitting, and Our Findings.
SIGMOD Conference
Tarique Siddiqui, Alekh Jindal, Shi Qiao, Hiren Patel, Wangchao Le
2020 J jnl
Cost Models for Big Data Query Processing: Learning, Retrofitting, and Our Findings.
CoRR
Tarique Siddiqui, Alekh Jindal, Shi Qiao, Hiren Patel, Wangchao Le
2020 — conf
ShapeSearch: A Flexible and Efficient System for Shape-based Exploration of Trendlines.
SIGMOD Conference
Tarique Siddiqui, Paul Luh, Zesheng Wang, Karrie Karahalios, Aditya G. Parameswaran
2020 J jnl
Three Lessons from Accelerating Scientific Insight Discovery via Visual Querying.
Patterns
Doris Jung Lin Lee, Tarique Siddiqui, Karrie Karahalios, Aditya G. Parameswaran
2020 — —
Towards expressive and scalable visual data exploration
Tarique Siddiqui
2020 J jnl
You can't always sketch what you want: Understanding Sensemaking in Visual Query Systems.
IEEE Trans. Vis. Comput. Graph.
Doris Jung Lin Lee, John Lee, Tarique Siddiqui, Jaewoo Kim, Karrie Karahalios, Aditya G. Parameswaran
2018 — conf
Optimally Leveraging Density and Locality for Exploratory Browsing and Sampling.
HILDA@SIGMOD
Albert Kim, Liqi Xu, Tarique Siddiqui, Silu Huang, Samuel Madden, Aditya G. Parameswaran
2018 J jnl
ShapeSearch: A Flexible and Efficient System for Shape-based Exploration of Trendlines.
CoRR
Tarique Siddiqui, Zesheng Wang, Paul Luh, Karrie Karahalios, Aditya G. Parameswaran
2018 J jnl
ShapeSearch: Flexible Pattern-based Querying of Trend Line Visualizations.
Proc. VLDB Endow.
Tarique Siddiqui, Paul Luh, Zesheng Wang, Karrie Karahalios, Aditya G. Parameswaran
2017 J jnl
Accelerating Scientific Data Exploration via Visual Query Systems.
CoRR
Doris Jung Lin Lee, John Lee, Tarique Siddiqui, Jaewoo Kim, Karrie Karahalios, Aditya G. Parameswaran
2017 A conf
Fast-Forwarding to Desired Visualizations with Zenvisage.
CIDR
Tarique Siddiqui, John Lee, Albert Kim, Edward Xue, Xiaofo Yu, Sean Zou, Lijin Guo, Changfeng Liu, Chaoran Wang, Karrie Karahalios, Aditya G. Parameswaran
2016 J jnl
Effortless Data Exploration with zenvisage: An Expressive and Interactive Visual Analytics System.
Proc. VLDB Endow.
Tarique Siddiqui, Albert Kim, John Lee, Karrie Karahalios, Aditya G. Parameswaran
2016 A conf
FacetGist: Collective Extraction of Document Facets in Large Technical Corpora.
CIKM
Tarique Siddiqui, Xiang Ren, Aditya G. Parameswaran, Jiawei Han
2016 J jnl
Speedy Browsing and Sampling with NeedleTail.
CoRR
Albert Kim, Liqi Xu, Tarique Siddiqui, Silu Huang, Samuel Madden, Aditya G. Parameswaran
2016 J jnl
Towards Visualization Recommendation Systems.
SIGMOD Rec.
Manasi Vartak, Silu Huang, Tarique Siddiqui, Samuel Madden, Aditya G. Parameswaran
2016 J jnl
zenvisage: Effortless Visual Data Exploration.
CoRR
Tarique Siddiqui, Albert Kim, John Lee, Karrie Karahalios, Aditya G. Parameswaran