QFix: Demonstrating Error Diagnosis in Query Histories
Summary: QFix is a query-centric error-diagnosis framework that infers faulty queries to explain and repair data discrepancies, not patch data directly. The demo benchmarks transactional data, injects query errors, and compares QFix to decision-tree baselines. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
No non-self incoming citations found for this paper in this database.
Authors
- 1. Xiaolan Wang
- 2. Alexandra Meliou
- 3. Eugene Wu
Incoming Citations (Sorted by Pagerank)
Showing 0 of 0 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|
Previous
Page 1 / 1
Next
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 |
|---|---|---|---|---|
| 213 | Scorpion: Explaining Away Outliers in Aggregate Queries | 2013 | VLDB | 0.0003371037 |
| 339 | OLTP-Bench: An Extensible Testbed for Benchmarking Relational Databases | 2014 | VLDB | 0.00026895683 |
| 2,379 | A Revival of Integrity Constraints for Data Cleaning | 2008 | VLDB | 8.9331083e-05 |
| 3,107 | Data X-Ray: A Diagnostic Tool for Data Errors | 2015 | SIGMOD | 7.5549177e-05 |
| 5,454 | QFix: Diagnosing Errors through Query Histories | 2017 | SIGMOD | 5.4967096e-05 |
| 6,621 | We Challenge You to Certify Your Updates | 2011 | SIGMOD | 4.9857889e-05 |
Previous
Page 1 / 1
Next
Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 9,283 | Interactive and Deterministic Data Cleaning: A Tossed Stone Raises a Thousand Ripples | 2016 | SIGMOD | 4.3598353e-05 |
| 3,397 | Automatic Data Repair: Are We Ready to Deploy? | 2024 | VLDB | 7.1386386e-05 |
| 2,574 | Database Repairs and Consistent Query Answering: Origins and Further Developments | 2019 | PODS | 8.5126812e-05 |
| 5,671 | Descriptive and Prescriptive Data Cleaning | 2014 | SIGMOD | 5.3797808e-05 |
| 1,160 | Towards Certain Fixes with Editing Rules and Master Data | 2010 | VLDB | 0.0001358129 |
| 6,814 | Error Diagnosis and Data Profiling with Data X-Ray | 2015 | VLDB | 4.9130627e-05 |
| 3,198 | Towards Dependable Data Repairing with Fixing Rules | 2014 | SIGMOD | 7.4029546e-05 |
| 8,363 | Deducing Certain Fixes to Graphs | 2019 | VLDB | 4.5311185e-05 |
| 621 | Improving Data Quality: Consistency and Accuracy | 2007 | VLDB | 0.00018978331 |
| 5,454 | QFix: Diagnosing Errors through Query Histories | 2017 | SIGMOD | 5.4967096e-05 |