Approximate Queries over Concurrent Updates
Summary: AB-tree, a B-link–based concurrent index that avoids blocking samplers for most updates (except SMOs), enabling scalable index-assisted random sampling under concurrent updates. pgAQP implements SWR TABLESAMPLE (k independent range samples with replacement) to show practical real-time AQP in OLTP. (summarized by gpt-5-mini on Feb 09 2026)
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Authors
- 1. Congying Wang
- 2. Nithin Sastry Tellapuri
- 3. Sphoorthi Keshannagari
- 4. Dylan Zinsley
- 5. Zhuoyue Zhao
- 6. Dong Xie
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Outgoing Citations (Sorted by Pagerank)
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Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 1,161 | VerdictDB: Universalizing Approximate Query Processing | 2018 | SIGMOD | 0.00013579831 |
| 1,320 | Quickr: Lazily Approximating Complex AdHoc Queries in BigData Clusters | 2016 | SIGMOD | 0.00012606067 |
| 2,207 | Independent Range Sampling | 2014 | PODS | 9.2896559e-05 |
| 2,494 | DBEst: Revisiting Approximate Query Processing Engines with Machine Learning Models | 2019 | SIGMOD | 8.6457436e-05 |
| 2,583 | Sample + Seek: Approximating Aggregates with Distribution Precision Guarantee | 2016 | SIGMOD | 8.4973431e-05 |
| 3,386 | Answering (Unions of) Conjunctive Queries using Random Access and Random-Order Enumeration | 2020 | PODS | 7.151562e-05 |
| 3,944 | AQP++: Connecting Approximate Query Processing With Aggregate Precomputation for Interactive Analytics | 2018 | SIGMOD | 6.6056349e-05 |
| 5,952 | PGMJoins: Random Join Sampling with Graphical Models | 2021 | SIGMOD | 5.2547498e-05 |
| 9,945 | AB-tree: Index for Concurrent Random Sampling and Updates | 2022 | VLDB | 4.240067e-05 |
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