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ORCIDTarique Siddiqui
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- affiliation: University of Illinois at Urbana Champaign, IL, USA
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Books and Theses
- 2020
[b1]Tarique Siddiqui:
Towards expressive and scalable visual data exploration. University of Illinois Urbana-Champaign, USA, 2020
Journal Articles
- 2024
- [j13]Matteo Brucato
, Tarique Siddiqui, Wentao Wu, Vivek R. Narasayya, Surajit Chaudhuri:
Wred: Workload Reduction for Scalable Index Tuning. Proc. ACM Manag. Data 2(1): 50:1-50:26 (2024) - [j12]Hanxian Huang, Tarique Siddiqui, Rana Alotaibi, Carlo Curino, Jyoti Leeka, Alekh Jindal, Jishen Zhao, Jesús Camacho-Rodríguez, Yuanyuan Tian:
Sibyl: Forecasting Time-Evolving Query Workloads. Proc. ACM Manag. Data 2(1): 53:1-53:27 (2024) - 2023
- [j11]Tarique Siddiqui, Vivek R. Narasayya, Marius Dumitru, Surajit Chaudhuri:
Cache-Efficient Top-k Aggregation over High Cardinality Large Datasets. Proc. VLDB Endow. 17(4): 644-656 (2023) - [j10]Tarique Siddiqui, Wentao Wu:
ML-Powered Index Tuning: An Overview of Recent Progress and Open Challenges. SIGMOD Rec. 52(4): 19-30 (2023) - 2022
- [j9]Tarique Siddiqui, Paul Luh, Zesheng Wang, Karrie Karahalios, Aditya G. Parameswaran:
Expressive querying for accelerating visual analytics. Commun. ACM 65(7): 85-94 (2022) - [j8]Tarique Siddiqui, Wentao Wu, Vivek R. Narasayya, Surajit Chaudhuri:
DISTILL: Low-Overhead Data-Driven Techniques for Filtering and Costing Indexes for Scalable Index Tuning. Proc. VLDB Endow. 15(10): 2019-2031 (2022) - 2021
- [j7]Tarique Siddiqui, Surajit Chaudhuri, Vivek R. Narasayya:
COMPARE: Accelerating Groupwise Comparison in Relational Databases for Data Analytics. Proc. VLDB Endow. 14(11): 2419-2431 (2021) - [j6]Tarique Siddiqui, Paul Luh, Zesheng Wang, Karrie Karahalios, Aditya G. Parameswaran:
From Sketching to Natural Language: Expressive Visual Querying for Accelerating Insight. SIGMOD Rec. 50(1): 51-58 (2021) - 2020
- [j5]Doris Jung Lin Lee, Tarique Siddiqui, Karrie Karahalios, Aditya G. Parameswaran:
Three Lessons from Accelerating Scientific Insight Discovery via Visual Querying. Patterns 1(7): 100126 (2020) - [j4]Doris Jung Lin Lee, John Lee, Tarique Siddiqui, Jaewoo Kim, Karrie Karahalios, Aditya G. Parameswaran:
You can't always sketch what you want: Understanding Sensemaking in Visual Query Systems. IEEE Trans. Vis. Comput. Graph. 26(1): 1267-1277 (2020) - 2018
- [j3]Tarique Siddiqui, Paul Luh, Zesheng Wang, Karrie Karahalios, Aditya G. Parameswaran:
ShapeSearch: Flexible Pattern-based Querying of Trend Line Visualizations. Proc. VLDB Endow. 11(12): 1962-1965 (2018) - 2016
- [j2]Tarique Siddiqui, Albert Kim, John Lee, Karrie Karahalios, Aditya G. Parameswaran:
Effortless Data Exploration with zenvisage: An Expressive and Interactive Visual Analytics System. Proc. VLDB Endow. 10(4): 457-468 (2016) - [j1]Manasi Vartak, Silu Huang, Tarique Siddiqui, Samuel Madden, Aditya G. Parameswaran:
Towards Visualization Recommendation Systems. SIGMOD Rec. 45(4): 34-39 (2016)
Conference and Workshop Papers
- 2022
- [c7]Tarique Siddiqui, Saehan Jo, Wentao Wu, Chi Wang, Vivek R. Narasayya, Surajit Chaudhuri:
ISUM: Efficiently Compressing Large and Complex Workloads for Scalable Index Tuning. SIGMOD Conference 2022: 660-673 - [c6]Wentao Wu, Chi Wang, Tarique Siddiqui, Junxiong Wang, Vivek R. Narasayya, Surajit Chaudhuri, Philip A. Bernstein:
Budget-aware Index Tuning with Reinforcement Learning. SIGMOD Conference 2022: 1528-1541 - 2020
- [c5]Tarique Siddiqui, Paul Luh, Zesheng Wang, Karrie Karahalios, Aditya G. Parameswaran:
ShapeSearch: A Flexible and Efficient System for Shape-based Exploration of Trendlines. SIGMOD Conference 2020: 51-65 - [c4]Tarique Siddiqui, Alekh Jindal, Shi Qiao, Hiren Patel, Wangchao Le:
Cost Models for Big Data Query Processing: Learning, Retrofitting, and Our Findings. SIGMOD Conference 2020: 99-113 - 2018
- [c3]Albert Kim, Liqi Xu, Tarique Siddiqui, Silu Huang, Samuel Madden, Aditya G. Parameswaran:
Optimally Leveraging Density and Locality for Exploratory Browsing and Sampling. HILDA@SIGMOD 2018: 7:1-7:7 - 2017
- [c2]Tarique Siddiqui, John Lee, Albert Kim, Edward Xue, Xiaofo Yu, Sean Zou, Lijin Guo, Changfeng Liu, Chaoran Wang, Karrie Karahalios, Aditya G. Parameswaran:
Fast-Forwarding to Desired Visualizations with Zenvisage. CIDR 2017 - 2016
- [c1]Tarique Siddiqui, Xiang Ren, Aditya G. Parameswaran, Jiawei Han:
FacetGist: Collective Extraction of Document Facets in Large Technical Corpora. CIKM 2016: 871-880
Informal and Other Publications
- 2024
- [i8]Hanxian Huang, Tarique Siddiqui, Rana Alotaibi, Carlo Curino, Jyoti Leeka, Alekh Jindal, Jishen Zhao, Jesús Camacho-Rodríguez, Yuanyuan Tian:
Sibyl: Forecasting Time-Evolving Query Workloads. CoRR abs/2401.03723 (2024) - 2023
- [i7]Tarique Siddiqui, Wentao Wu:
ML-Powered Index Tuning: An Overview of Recent Progress and Open Challenges. CoRR abs/2308.13641 (2023) - 2021
- [i6]Tarique Siddiqui, Surajit Chaudhuri, Vivek R. Narasayya:
COMPARE: Accelerating Groupwise Comparison in Relational Databases for Data Analytics. CoRR abs/2107.11967 (2021) - 2020
- [i5]Tarique Siddiqui, Alekh Jindal, Shi Qiao, Hiren Patel, Wangchao Le:
Cost Models for Big Data Query Processing: Learning, Retrofitting, and Our Findings. CoRR abs/2002.12393 (2020) - 2018
- [i4]Tarique Siddiqui, Zesheng Wang, Paul Luh, Karrie Karahalios, Aditya G. Parameswaran:
ShapeSearch: A Flexible and Efficient System for Shape-based Exploration of Trendlines. CoRR abs/1811.07977 (2018) - 2017
- [i3]Doris Jung Lin Lee, John Lee, Tarique Siddiqui, Jaewoo Kim, Karrie Karahalios, Aditya G. Parameswaran:
Accelerating Scientific Data Exploration via Visual Query Systems. CoRR abs/1710.00763 (2017) - 2016
- [i2]Tarique Siddiqui, Albert Kim, John Lee, Karrie Karahalios, Aditya G. Parameswaran:
zenvisage: Effortless Visual Data Exploration. CoRR abs/1604.03583 (2016) - [i1]Albert Kim, Liqi Xu, Tarique Siddiqui, Silu Huang, Samuel Madden, Aditya G. Parameswaran:
Speedy Browsing and Sampling with NeedleTail. CoRR abs/1611.04705 (2016)
Coauthor Index
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