Join Size Estimation Subject to Filter Conditions
Summary: Correlated Sampling: single-pass, compact synopsis for estimating multi-table equality-join sizes under dynamic multi-attribute filters. Shows lower estimator variance than Bernoulli, End-Biased, and sketch-based baselines in theory and experiments. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. David Vengerov (Oracle)
- 2. Andre Cavalheiro Menck (Oracle)
- 3. Mohamed Zait (Oracle)
- 4. Sunil P. Chakkappen (Oracle)
BibTeX Citation
@article{vengerov_vldb15,
title = {{Join Size Estimation Subject to Filter Conditions}},
author = {Vengerov, David and Menck, Andre Cavalheiro and Zait, Mohamed and Chakkappen, Sunil P.},
journal = {PVLDB},
series = {{VLDB} '15},
volume = {8},
number = {12},
pages = {1530--1541},
doi = {10.14778/2824032.2824038},
url = {https://doi.org/10.14778/2824032.2824038},
year = {2015}
}Incoming Citations (Sorted by Pagerank)
Showing 48 of 48 citing papers.
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Outgoing Citations (Sorted by Pagerank)
Showing 6 of 6 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 309 | Approximate Query Processing Using Wavelets | 2000 | VLDB | 0.00021384073 |
| 428 | Tracking Join and Self-Join Sizes in Limited Storage | 1999 | PODS | 0.0001845349 |
| 745 | Bifocal Sampling for Skew-Resistant Join Size Estimation | 1996 | SIGMOD | 0.00014288286 |
| 842 | Processing Complex Aggregate Queries over Data Streams | 2002 | SIGMOD | 0.00013540697 |
| 1,203 | Fixed-Precision Estimation of Join Selectivity | 1993 | PODS | 0.00011548537 |
| 1,891 | CS2: A New Database Synopsis for Query Estimation | 2013 | SIGMOD | 9.4184294e-05 |
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Semantically Similar Papers
| # | Overall Rank | Paper | Year | Venue |
|---|---|---|---|---|
| 1 | 1,203 | Fixed-Precision Estimation of Join Selectivity | 1993 | PODS |
| 2 | 1,467 | On the Relative Cost of Sampling for Join Selectivity Estimation | 1994 | PODS |
| 3 | 745 | Bifocal Sampling for Skew-Resistant Join Size Estimation | 1996 | SIGMOD |
| 4 | 3,131 | Every Row Counts: Combining Sketches and Sampling for Accurate Group-By Result Estimates | 2019 | CIDR |
| 5 | 1,011 | Query Size Estimation by Adaptive Sampling (Extended Abstract) | 1990 | PODS |
| 6 | 79 | Practical Selectivity Estimation through Adaptive Sampling | 1990 | SIGMOD |
| 7 | 1,184 | An Instant and Accurate Size Estimation Method for Joins and Selection in a Retrieval-Intensive Environment | 1993 | SIGMOD |
| 8 | 428 | Tracking Join and Self-Join Sizes in Limited Storage | 1999 | PODS |
| 9 | 11,951 | Index-Based Join Size Estimation Using Adaptive Sampling | 2021 | SIGMOD |
| 10 | 1,678 | Two-Level Sampling for Join Size Estimation | 2017 | SIGMOD |