Incremental Detection of Denial Constraint Violations
Summary: Weever: first incremental method to detect all denial-constraint violations using a novel inequality index and selectivity-driven predicate planning to avoid redundant checks. Beats DBMS baselines by up to two orders of magnitude and processes ~200k insertions in the time a static analyzer scans the full dataset. (summarized by gpt-5-mini on Feb 09 2026)
Incoming Non-self Citations Over Time
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Incoming Citations (Sorted by Pagerank)
Showing 1 of 1 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 10,235 | Repairing Property Graphs under PG-Constraints | 2026 | VLDB | 5.1725247e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 9 of 9 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 40 | Consistent Query Answers in Inconsistent Databases | 1999 | PODS | 0.00047753495 |
| 117 | HoloClean: Holistic Data Repairs with Probabilistic Inference | 2017 | VLDB | 0.00032346273 |
| 378 | Discovering Denial Constraints | 2013 | VLDB | 0.00019731608 |
| 521 | Improving Data Quality: Consistency and Accuracy | 2007 | VLDB | 0.00017199926 |
| 1,782 | Efficient Denial Constraint Discovery with Hydra | 2018 | VLDB | 9.8500378e-05 |
| 3,303 | Lightning Fast and Space Efficient Inequality Joins | 2015 | VLDB | 7.6069876e-05 |
| 6,293 | Parallel Discrepancy Detection and Incremental Detection | 2021 | VLDB | 5.9857415e-05 |
| 7,287 | Fast Detection of Denial Constraint Violations | 2022 | VLDB | 5.7098267e-05 |
| 8,583 | Rapidash: Efficient Detection of Constraint Violations | 2024 | VLDB | 5.468339e-05 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 5,164 | ConQuer : A System for Efficient Querying Over Inconsistent Databases | 2005 | VLDB | 6.4023187e-05 |
| 2,757 | Approximate Denial Constraints | 2020 | VLDB | 8.2236644e-05 |
| 12,799 | Further Improvement on Integrity Constraint Checking for Stratifiable Deductive Databases | 1996 | VLDB | 5.1725247e-05 |
| 8,583 | Rapidash: Efficient Detection of Constraint Violations | 2024 | VLDB | 5.468339e-05 |
| 3,495 | Cleaning Denial Constraint Violations through Relaxation | 2020 | SIGMOD | 7.4378393e-05 |
| 378 | Discovering Denial Constraints | 2013 | VLDB | 0.00019731608 |
| 1,782 | Efficient Denial Constraint Discovery with Hydra | 2018 | VLDB | 9.8500378e-05 |
| 5,974 | Fast Algorithms for Denial Constraint Discovery | 2023 | VLDB | 6.084153e-05 |
| 1,919 | Discovery of Approximate (and Exact) Denial Constraints | 2020 | VLDB | 9.5736185e-05 |
| 7,287 | Fast Detection of Denial Constraint Violations | 2022 | VLDB | 5.7098267e-05 |