Fast Detection of Denial Constraint Violations
Summary: FACET detects denial-constraint violations via column-sketch-guided pipelines of specialized predicate operators. Adaptive algorithms and data structures handle diverse data and constraint structures, outperforming both DBMS-based and prior specialized detectors while avoiding memory blowups. (summarized by gpt-5.6-luna on Jul 24 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Eduardo H. M. Pena (Federal University of Technology)
- 2. Eduardo C. de Almeida (Federal University of Parana)
- 3. Felix Naumann (Hasso Plattner Institute)
BibTeX Citation
@article{pena_vldb22,
title = {{Fast Detection of Denial Constraint Violations}},
author = {Pena, Eduardo H. M. and de Almeida, Eduardo C. and Naumann, Felix},
journal = {PVLDB},
series = {{VLDB} '22},
volume = {15},
number = {4},
pages = {859--871},
doi = {10.14778/3503585.3503595},
url = {https://doi.org/10.14778/3503585.3503595},
year = {2022}
}Incoming Citations (Sorted by Pagerank)
Showing 8 of 8 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 4,070 | Fast Algorithms for Denial Constraint Discovery | 2023 | VLDB | 6.8183785e-05 |
| 5,283 | Fast Approximate Denial Constraint Discovery | 2023 | VLDB | 6.1963542e-05 |
| 8,862 | Rapidash: Efficient Detection of Constraint Violations | 2024 | VLDB | 5.2616231e-05 |
| 9,573 | Deduplicated Sampling On-Demand | 2025 | VLDB | 5.154741e-05 |
| 9,808 | Incremental Detection of Denial Constraint Violations | 2025 | VLDB | 5.1233734e-05 |
| 10,200 | Evaluating Continuous Queries with Inconsistency Annotations | 2025 | VLDB | 5.0599411e-05 |
| 10,451 | Discovery of Denial Constraints with Hardware Acceleration | 2026 | SIGMOD | 4.9769913e-05 |
| 11,211 | Computing Inconsistency Measures Under Differential Privacy | 2025 | SIGMOD | 4.9769913e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 27 of 27 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
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Semantically Similar Papers
| # | Overall Rank | Paper | Year | Venue |
|---|---|---|---|---|
| 1 | 9,964 | Discovering Functional Dependencies through Hitting Set Enumeration | 2024 | SIGMOD |
| 2 | 11,327 | How and Why False Denial Constraints are Discovered | 2025 | VLDB |
| 3 | 1,620 | Efficient Denial Constraint Discovery with Hydra | 2018 | VLDB |
| 4 | 3,360 | Cleaning Denial Constraint Violations through Relaxation | 2020 | SIGMOD |
| 5 | 8,862 | Rapidash: Efficient Detection of Constraint Violations | 2024 | VLDB |
| 6 | 10,451 | Discovery of Denial Constraints with Hardware Acceleration | 2026 | SIGMOD |
| 7 | 9,808 | Incremental Detection of Denial Constraint Violations | 2025 | VLDB |
| 8 | 5,283 | Fast Approximate Denial Constraint Discovery | 2023 | VLDB |
| 9 | 1,972 | Discovery of Approximate (and Exact) Denial Constraints | 2020 | VLDB |
| 10 | 4,070 | Fast Algorithms for Denial Constraint Discovery | 2023 | VLDB |