Tarique Siddiqui

According to our database, Tarique Siddiqui authored at least 24 papers between 2016 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

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

Proc. ACM Manag. Data, February, 2024

Wred: Workload Reduction for Scalable Index Tuning.

Matteo Brucato, Tarique Siddiqui, Wentao Wu, Vivek R. Narasayya, Surajit Chaudhuri

Proc. ACM Manag. Data, February, 2024

2023

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

Tarique Siddiqui, Wentao Wu

SIGMOD Rec., December, 2023

Cache-Efficient Top-k Aggregation over High Cardinality Large Datasets.

Tarique Siddiqui, Vivek R. Narasayya, Marius Dumitru, Surajit Chaudhuri

Proc. VLDB Endow., December, 2023

2022

DISTILL: Low-Overhead Data-Driven Techniques for Filtering and Costing Indexes for Scalable Index Tuning.

Tarique Siddiqui, Wentao Wu, Vivek R. Narasayya, Surajit Chaudhuri

Proc. VLDB Endow., 2022

Expressive querying for accelerating visual analytics.

Tarique Siddiqui, Paul Luh, Zesheng Wang, Karrie Karahalios, Aditya G. Parameswaran

Commun. ACM, 2022

ISUM: Efficiently Compressing Large and Complex Workloads for Scalable Index Tuning.

Tarique Siddiqui, Saehan Jo, Wentao Wu, Chi Wang, Vivek R. Narasayya, Surajit Chaudhuri

Proceedings of the SIGMOD '22: International Conference on Management of Data, Philadelphia, PA, USA, June 12, 2022

Budget-aware Index Tuning with Reinforcement Learning.

Wentao Wu, Chi Wang, Tarique Siddiqui, Junxiong Wang, Vivek R. Narasayya, Surajit Chaudhuri, Philip A. Bernstein

Proceedings of the SIGMOD '22: International Conference on Management of Data, Philadelphia, PA, USA, June 12, 2022

2021

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

Tarique Siddiqui, Paul Luh, Zesheng Wang, Karrie Karahalios, Aditya G. Parameswaran

SIGMOD Rec., 2021

COMPARE: Accelerating Groupwise Comparison in Relational Databases for Data Analytics.

Tarique Siddiqui, Surajit Chaudhuri, Vivek R. Narasayya

Proc. VLDB Endow., 2021

2020

Towards expressive and scalable visual data exploration

Tarique Siddiqui

PhD thesis, 2020

You can't always sketch what you want: Understanding Sensemaking in Visual Query Systems.

Doris Jung Lin Lee, John Lee, Tarique Siddiqui, Jaewoo Kim, Karrie Karahalios, Aditya G. Parameswaran

IEEE Trans. Vis. Comput. Graph., 2020

Three Lessons from Accelerating Scientific Insight Discovery via Visual Querying.

Doris Jung Lin Lee, Tarique Siddiqui, Karrie Karahalios, Aditya G. Parameswaran

Patterns, 2020

ShapeSearch: A Flexible and Efficient System for Shape-based Exploration of Trendlines.

Tarique Siddiqui, Paul Luh, Zesheng Wang, Karrie Karahalios, Aditya G. Parameswaran

Proceedings of the 2020 International Conference on Management of Data, 2020

Cost Models for Big Data Query Processing: Learning, Retrofitting, and Our Findings.

Tarique Siddiqui, Alekh Jindal, Shi Qiao, Hiren Patel, Wangchao Le

Proceedings of the 2020 International Conference on Management of Data, 2020

2018

ShapeSearch: Flexible Pattern-based Querying of Trend Line Visualizations.

Tarique Siddiqui, Paul Luh, Zesheng Wang, Karrie Karahalios, Aditya G. Parameswaran

Proc. VLDB Endow., 2018

Optimally Leveraging Density and Locality for Exploratory Browsing and Sampling.

Albert Kim, Liqi Xu, Tarique Siddiqui, Silu Huang, Samuel Madden, Aditya G. Parameswaran

Proceedings of the Workshop on Human-In-the-Loop Data Analytics, 2018

2017

Accelerating Scientific Data Exploration via Visual Query Systems.

Doris Jung Lin Lee, John Lee, Tarique Siddiqui, Jaewoo Kim, Karrie Karahalios, Aditya G. Parameswaran

CoRR, 2017

Fast-Forwarding to Desired Visualizations with Zenvisage.

Tarique Siddiqui, John Lee, Albert Kim, Edward Xue, Xiaofo Yu, Sean Zou, Lijin Guo, Changfeng Liu, Chaoran Wang, Karrie Karahalios, Aditya G. Parameswaran

Proceedings of the 8th Biennial Conference on Innovative Data Systems Research, 2017

2016

Towards Visualization Recommendation Systems.

Manasi Vartak, Silu Huang, Tarique Siddiqui, Samuel Madden, Aditya G. Parameswaran

SIGMOD Rec., 2016

Effortless Data Exploration with zenvisage: An Expressive and Interactive Visual Analytics System.

Tarique Siddiqui, Albert Kim, John Lee, Karrie Karahalios, Aditya G. Parameswaran

Proc. VLDB Endow., 2016

zenvisage: Effortless Visual Data Exploration.

Tarique Siddiqui, Albert Kim, John Lee, Karrie Karahalios, Aditya G. Parameswaran

CoRR, 2016

Speedy Browsing and Sampling with NeedleTail.

Albert Kim, Liqi Xu, Tarique Siddiqui, Silu Huang, Samuel Madden, Aditya G. Parameswaran

CoRR, 2016

FacetGist: Collective Extraction of Document Facets in Large Technical Corpora.

Tarique Siddiqui, Xiang Ren, Aditya G. Parameswaran, Jiawei Han

Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016