The Aqua Approximate Query Answering System
Summary: Aqua precomputes synopses and rewrites aggregates for fast, approximate results with probabilistic guarantees on any RDBMS. Incremental maintenance keeps synopses up to date as data changes, enabling orders-of-magnitude faster queries when precision is unnecessary. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
Incoming Citations (Sorted by Pagerank)
Showing 8 of 58 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 11,334 | The White-Box Adversarial Data Stream Model | 2022 | PODS | 5.1725247e-05 |
| 11,432 | Leam: An Interactive System for In-situ Visual Text Analysis | 2021 | CIDR | 5.1725247e-05 |
| 11,543 | FlashP: An Analytical Pipeline for Real-time Forecasting of Time-Series Relational Data | 2021 | VLDB | 5.1725247e-05 |
| 11,556 | BitGourmet: Deterministic Approximation via Optimized Bit Selection | 2020 | CIDR | 5.1725247e-05 |
| 11,589 | Demonstration of BitGourmet: Data Analysis via Deterministic Approximation | 2020 | SIGMOD | 5.1725247e-05 |
| 11,696 | Enabling Data Science for the Majority | 2019 | VLDB | 5.1725247e-05 |
| 11,841 | Streaming Algorithms for Robust Distinct Elements | 2016 | SIGMOD | 5.1725247e-05 |
| 12,515 | AQAX: A System for Approximate XML Query Answers | 2006 | VLDB | 5.1725247e-05 |
Outgoing Citations (Sorted by Pagerank)
Showing 4 of 4 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 35 | Improved Histograms for Selectivity Estimation of Range Predicates | 1996 | SIGMOD | 0.00048862242 |
| 140 | Join Synopses for Approximate Query Answering | 1999 | SIGMOD | 0.00029955359 |
| 234 | Fast Incremental Maintenance of Approximate Histograms | 1997 | VLDB | 0.00024050031 |
| 554 | Congressional Samples for Approximate Answering of Group-By Queries | 2000 | SIGMOD | 0.00016672835 |
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