Sampling the Repairs of Functional Dependency Violations under Hard Constraints
Summary: Samples FD repairs under hard constraints, not a single repair or only query answers. Introduces a new repair class, a randomized sampler, and constraint-aware pruning, with comparisons to prior methods. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. George Beskales (University of Waterloo)
- 2. Ihab F. Ilyas (University of Waterloo)
- 3. Lukasz Golab (AT&T)
BibTeX Citation
@article{beskales_vldb10,
title = {{Sampling the Repairs of Functional Dependency Violations under Hard Constraints}},
author = {Beskales, George and Ilyas, Ihab F. and Golab, Lukasz},
journal = {PVLDB},
series = {{VLDB} '10},
volume = {3},
number = {1},
pages = {197--208},
doi = {10.14778/1920841.1920868},
url = {https://doi.org/10.14778/1920841.1920868},
year = {2010}
}Incoming Citations (Sorted by Pagerank)
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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 |
|---|---|---|---|---|
| 33 | Consistent Query Answers in Inconsistent Databases | 1999 | PODS | 0.00049349003 |
| 84 | ULDBs: Databases with Uncertainty and Lineage | 2006 | VLDB | 0.00035963861 |
| 188 | A Cost-Based Model and Effective Heuristic for Repairing Constraints by Value Modification | 2005 | SIGMOD | 0.00025872962 |
| 245 | MCDB: A Monte Carlo Approach to Managing Uncertain Data | 2008 | SIGMOD | 0.00023258672 |
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