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)
Incoming Non-self Citations Over Time
Authors
- 1. Alex Galakatos (Brown University)
- 2. Andrew Crotty (Brown University)
- 3. Emanuel Zgraggen (Brown University)
- 4. Carsten Binnig (Brown University)
- 5. Tim Kraska (Brown University; Google)
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.
Previous
Page 1 / 1
Next
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.
Previous
Page 1 / 1
Next
Semantically Similar Papers
| # | Overall Rank | Paper | Year | Venue |
|---|---|---|---|---|
| 1 | 10,342 | Approximate Query Processing under Updates | 2026 | SIGMOD |
| 2 | 10,634 | Efficient Approximate Query Processing with Block Sampling | 2025 | CIDR |
| 3 | 3,366 | AQP++: Connecting Approximate Query Processing With Aggregate Precomputation for Interactive Analytics | 2018 | SIGMOD |
| 4 | 1,401 | Knowing When You’re Wrong: Building Fast and Reliable Approximate Query Processing Systems | 2014 | SIGMOD |
| 5 | 8,191 | Probabilistic Database Summarization for Interactive Data Exploration | 2017 | VLDB |
| 6 | 1,962 | Sample + Seek: Approximating Aggregates with Distribution Precision Guarantee | 2016 | SIGMOD |
| 7 | 2,206 | DAQ: A New Paradigm for Approximate Query Processing | 2015 | VLDB |
| 8 | 6,206 | Combining Aggregation and Sampling (Nearly) Optimally for Approximate Query Processing | 2021 | SIGMOD |
| 9 | 909 | Dynamic Sample Selection for Approximate Query Processing | 2003 | SIGMOD |
| 10 | 9,760 | Approximate Query Processing for Interactive Data Science | 2017 | SIGMOD |