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Revisiting Reuse for Approximate Query Processing

Summary: Revisiting reuse for AQP enables low-error, interactive results for queries over rare subpopulations. Treats results as random variables to exploit reuse with probability-theory rewrites and new indexes; prototype shows interactivity beyond prior AQP. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
11401
Venue
VLDB
Year
2017
Pagerank
6.5209063e-05
Overall Rank
4,020 | 72.07%
DOI
-

Incoming Non-self Citations Over Time

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Incoming Citations (Sorted by Pagerank)

Showing 22 of 22 citing papers.

Rank Citing Paper Year Venue Pagerank
1,161 VerdictDB: Universalizing Approximate Query Processing 2018 SIGMOD 0.00013579831
1,354 Northstar: An Interactive Data Science System 2018 VLDB 0.00012424105
1,365 FITing-Tree: A Data-aware Index Structure 2019 SIGMOD 0.00012379754
1,727 QuickSel: Quick Selectivity Learning with Mixture Models 2020 SIGMOD 0.00010731889
2,126 IDEBench: A Benchmark for Interactive Data Exploration 2020 SIGMOD 9.4814404e-05
2,325 DBPal: A Fully Pluggable NL2SQL Training Pipeline 2020 SIGMOD 9.0277894e-05
3,610 EVA: A Symbolic Approach to Accelerating Exploratory Video Analytics with Materialized Views 2022 SIGMOD 6.919859e-05
3,680 Efficient Selection of Geospatial Data on Maps for Interactive and Visualized Exploration 2018 SIGMOD 6.845947e-05
3,741 DeepSqueeze: Deep Semantic Compression for Tabular Data 2020 SIGMOD 6.7952067e-05
3,801 Plato: Approximate Analytics over Compressed Time Series with Tight Deterministic Error Guarantees 2020 VLDB 6.7528979e-05
3,944 AQP++: Connecting Approximate Query Processing With Aggregate Precomputation for Interactive Analytics 2018 SIGMOD 6.6056349e-05
4,372 Sample Debiasing in the Themis Open World Database System 2020 SIGMOD 6.2367043e-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
6,724 Combining Aggregation and Sampling (Nearly) Optimally for Approximate Query Processing 2021 SIGMOD 4.9449472e-05
7,189 Marviq: Quality-Aware Geospatial Visualization of Range-Selection Queries Using Materialization 2020 SIGMOD 4.8007014e-05
7,397 Intermittent Query Processing 2019 VLDB 4.7367491e-05
8,642 One Size Does Not Fit All: A Bandit-Based Sampler Combination Framework with Theoretical Guarantees 2022 SIGMOD 4.4734993e-05
9,049 JENNER: Just-in-time Enrichment in Query Processing 2022 VLDB 4.3997447e-05
9,238 PilotDB: Database-Agnostic Online Approximate Query Processing with A Priori Error Guarantees 2025 SIGMOD 4.3648789e-05
9,600 Optimizing Dataflow Systems for Scalable Interactive Visualization 2024 SIGMOD 4.3136057e-05
10,574 Holistic query Approximation via RL Modeling 2025 VLDB 4.1905499e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 15 of 15 cited papers.

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

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