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IDEBench: A Benchmark for Interactive Data Exploration

Summary: IDEBench, a benchmark for interactive data exploration workloads on large structured data. It argues traditional TPC-H/DS benchmarks miss IDE characteristics and defines IDE workflows and metrics; validates the benchmark with five engines. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
5788
Venue
SIGMOD
Year
2020
Pagerank
9.4814404e-05
Overall Rank
2,126 | 85.23%
DOI
10.1145/3318464.3380574

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 25 of 25 citing papers.

Rank Citing Paper Year Venue Pagerank
606 DeepDB: Learn from Data, not from Queries! 2020 VLDB 0.00019251186
1,354 Northstar: An Interactive Data Science System 2018 VLDB 0.00012424105
2,720 Davos: A System for Interactive Data-Driven Decision Making 2021 VLDB 8.2349824e-05
4,372 Sample Debiasing in the Themis Open World Database System 2020 SIGMOD 6.2367043e-05
4,829 Synthesizing Natural Language to Visualization (NL2VIS) Benchmarks from NL2SQL Benchmarks 2021 SIGMOD 5.8890126e-05
5,799 Learned Approximate Query Processing: Make it Light, Accurate and Fast 2021 CIDR 5.3219666e-05
5,815 Database Benchmarking for Supporting Real-Time Interactive Querying of Large Data 2020 SIGMOD 5.3158788e-05
6,230 Mosaic: A Sample-Based Database System for Open World Query Processing 2020 CIDR 5.1402482e-05
8,196 SparkCruise: Workload Optimization in Managed Spark Clusters at Microsoft 2021 VLDB 4.5568952e-05
8,370 LAQy: Efficient and Reusable Query Approximations via Lazy Sampling 2023 SIGMOD 4.5287754e-05
8,414 PairwiseHist: Fast, Accurate and Space-Efficient Approximate Query Processing with Data Compression 2024 VLDB 4.5135713e-05
8,738 Tao: Improving Resource Utilization while Guaranteeing SLO in Multi-tenant Relational Database-as-a-Service 2024 SIGMOD 4.4520434e-05
8,837 Cache Me If You Can: Accuracy-Aware Inference Engine for Differentially Private Data Exploration 2023 VLDB 4.4350633e-05
9,600 Optimizing Dataflow Systems for Scalable Interactive Visualization 2024 SIGMOD 4.3136057e-05
9,621 ShadowAQP: Efficient Approximate Group-by and Join Query via Attribute-oriented Sample Size Allocation and Data Generation 2023 VLDB 4.3125802e-05
9,911 ElasticNotebook: Enabling Live Migration for Computational Notebooks 2024 VLDB 4.2524493e-05
10,378 An Adaptive Benchmark for Modeling User Exploration of Large Datasets 2025 SIGMOD 4.1905499e-05
10,444 Demo of Kishu: Time-Traveling for Computational Notebooks 2025 SIGMOD 4.1905499e-05
10,506 Physical Visualization Design: Decoupling Interface and System Design 2025 SIGMOD 4.1905499e-05
10,574 Holistic query Approximation via RL Modeling 2025 VLDB 4.1905499e-05
10,864 Exploring Exploratory Querying 2025 VLDB 4.1905499e-05
10,892 Kishu: Time-Traveling for Computational Notebooks 2025 VLDB 4.1905499e-05
11,222 Lightweight Materialization for Fast Dashboards Over Joins 2023 SIGMOD 4.1905499e-05
11,353 Demonstration of VegaPlus: Optimizing Declarative Visualization Languages 2022 SIGMOD 4.1905499e-05
11,478 Exploring Ratings in Subjective Databases 2021 SIGMOD 4.1905499e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 7 of 7 cited papers.

Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.

Rank Cited Paper Year Venue Pagerank
431 The Aqua Approximate Query Answering System 1999 SIGMOD 0.00023397171
941 Wander Join: Online Aggregation via Random Walks 2016 SIGMOD 0.00015147831
1,401 Analytic Database Technologies for a New Kind of User - The Data Enthusiast 2012 SIGMOD 0.00012190914
1,849 Combining User Interaction, Speculative Query Execution and Sampling in the DICE System 2014 VLDB 0.00010331082
1,875 An Architecture for Compiling UDF-centric Workflows 2015 VLDB 0.00010243959
2,253 Vizdom: Interactive Analytics through Pen and Touch 2015 VLDB 9.1886315e-05
4,020 Revisiting Reuse for Approximate Query Processing 2017 VLDB 6.5209063e-05
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