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Approximate Query Processing for Interactive Data Science

Summary: IDEA: Interactive Data Exploration Accelerator for instant, visual, interactive data science. New AQP model treats aggregates as random variables, enabling reuse, stratified sampling, and on-the-fly tail indexes for rare subpopulations, with no precomputation. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
5347
Venue
SIGMOD
Year
2017
Pagerank
4.3135157e-05
Overall Rank
9,631 | 33.00%
DOI
10.1145/3035918.3056099

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Rank Citing Paper Year Venue Pagerank
8,393 LAQy: Efficient and Reusable Query Approximations via Lazy Sampling 2023 SIGMOD 4.5280102e-05
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