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Revisiting Reuse for Approximate Query Processing

Summary: Recasts AQP results as random variables to enable principled reuse across interactive, ad hoc queries, including rare-tail predicates. Probability-based rewrites and indexes deliver low-error, human-speed answers where conventional AQP fails. (summarized by gpt-5.6-luna on Jul 24 2026)

Paper ID
h7807f63b6c3fec99
Venue
VLDB
Year
2017
Pagerank
7.2957009e-05
Overall Rank
3,428 | 77.03%
DOI
10.14778/3115404.3115410
PDF
Download (CC BY-NC-ND 4.0)

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@article{galakatos_vldb17,
        title = {{Revisiting Reuse for Approximate Query Processing}},
        author = {Galakatos, Alex and Crotty, Andrew and Zgraggen, Emanuel and Binnig, Carsten and Kraska, Tim},
        journal = {PVLDB},
        series = {{VLDB} '17},
        volume = {10},
        number = {10},
        pages = {1142--1155},
        doi = {10.14778/3115404.3115410},
        url = {https://doi.org/10.14778/3115404.3115410},
        year = {2017}
}

Incoming Citations (Sorted by Pagerank)

Showing 22 of 22 citing papers.

Rank Citing Paper Year Venue Pagerank
770 VerdictDB: Universalizing Approximate Query Processing 2018 SIGMOD 0.00014086699
774 FITing-Tree: A Data-aware Index Structure 2019 SIGMOD 0.00014063511
1,156 QuickSel: Quick Selectivity Learning with Mixture Models 2020 SIGMOD 0.00011759683
1,416 Northstar: An Interactive Data Science System 2018 VLDB 0.00010707248
1,804 IDEBench: A Benchmark for Interactive Data Exploration 2020 SIGMOD 9.5971444e-05
1,999 DBPal: A Fully Pluggable NL2SQL Training Pipeline 2020 SIGMOD 9.2108564e-05
2,792 EVA: A Symbolic Approach to Accelerating Exploratory Video Analytics with Materialized Views 2022 SIGMOD 7.9895218e-05
3,151 DeepSqueeze: Deep Semantic Compression for Tabular Data 2020 SIGMOD 7.5737572e-05
3,435 AQP++: Connecting Approximate Query Processing With Aggregate Precomputation for Interactive Analytics 2018 SIGMOD 7.2845431e-05
3,611 Plato: Approximate Analytics over Compressed Time Series with Tight Deterministic Error Guarantees 2020 VLDB 7.1443694e-05
4,229 Efficient Selection of Geospatial Data on Maps for Interactive and Visualized Exploration 2018 SIGMOD 6.7068084e-05
4,270 Sample Debiasing in the Themis Open World Database System 2020 SIGMOD 6.6762181e-05
5,546 Database Benchmarking for Supporting Real-Time Interactive Querying of Large Data 2020 SIGMOD 6.071729e-05
6,198 Combining Aggregation and Sampling (Nearly) Optimally for Approximate Query Processing 2021 SIGMOD 5.8362492e-05
6,300 Mosaic: A Sample-Based Database System for Open World Query Processing 2020 CIDR 5.8017237e-05
6,807 Intermittent Query Processing 2019 VLDB 5.661199e-05
7,232 Marviq: Quality-Aware Geospatial Visualization of Range-Selection Queries Using Materialization 2020 SIGMOD 5.563377e-05
7,745 PilotDB: Database-Agnostic Online Approximate Query Processing with A Priori Error Guarantees 2025 SIGMOD 5.4457135e-05
8,790 One Size Does Not Fit All: A Bandit-Based Sampler Combination Framework with Theoretical Guarantees 2022 SIGMOD 5.2633515e-05
9,415 JENNER: Just-in-time Enrichment in Query Processing 2022 VLDB 5.1672232e-05
9,819 Optimizing Dataflow Systems for Scalable Interactive Visualization 2024 SIGMOD 5.1106557e-05
11,303 Holistic query Approximation via RL Modeling 2025 VLDB 4.9605343e-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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