AutoDI: Towards an Automatic Plan Regression Analysis
Summary: AutoDI automates plan-regression analysis by comparing two plans of the same query to locate differences. Difference Finder spots divergence; Inference explains causes, enabling automatic diagnosis; demonstrated on TiDB plan regression. (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. Hai Lan (Royal Melbourne Institute of Technology)
- 2. Yuanjia Zhang (PingCAP)
- 3. Zhifeng Bao (Royal Melbourne Institute of Technology)
- 4. Yu Dong (PingCAP)
- 5. Dongxu Huang (PingCAP)
- 6. Liu Tang (PingCAP)
- 7. Jian Zhang (PingCAP)
BibTeX Citation
@article{lan_vldb22,
title = {{AutoDI: Towards an Automatic Plan Regression Analysis}},
author = {Lan, Hai and Zhang, Yuanjia and Bao, Zhifeng and Dong, Yu and Huang, Dongxu and Tang, Liu and Zhang, Jian},
journal = {PVLDB},
series = {{VLDB} '22},
volume = {15},
number = {12},
pages = {3626--3629},
doi = {10.14778/3554821.3554860},
url = {https://doi.org/10.14778/3554821.3554860},
year = {2022}
}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 3 of 3 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 18 | How Good Are Query Optimizers, Really? | 2016 | VLDB | 0.00059284255 |
| 271 | TiDB: A Raft-based HTAP Database | 2020 | VLDB | 0.00022703024 |
| 4,635 | Optimizer Plan Change Management: Improved Stability and Performance in Oracle 11g | 2008 | VLDB | 6.5928815e-05 |
Previous
Page 1 / 1
Next
Semantically Similar Papers
| # | Overall Rank | Paper | Year | Venue |
|---|---|---|---|---|
| 1 | 474 | Dynamic Query Evaluation Plans | 1989 | SIGMOD |
| 2 | 5,514 | StatAdvisor: Recommending Statistical Views | 2009 | VLDB |
| 3 | 3,456 | Automatic Discovery of Attributes in Relational Databases | 2011 | SIGMOD |
| 4 | 4,929 | AutoSteer: Learned Query Optimization for Any SQL Database | 2023 | VLDB |
| 5 | 9,351 | DBG-PT: A Large Language Model Assisted Query Performance Regression Debugger | 2024 | VLDB |
| 6 | 7,448 | Interactive Plan Hints for Query Optimization | 2009 | SIGMOD |
| 7 | 8,163 | Learned Offline Query Planning via Bayesian Optimization | 2025 | SIGMOD |
| 8 | 7,655 | Plan Stitch: Harnessing the Best of Many Plans | 2018 | VLDB |
| 9 | 8,601 | Goals and Benchmarks for Autonomic Configuration Recommenders | 2005 | SIGMOD |
| 10 | 10,413 | Understanding and Detecting Query Performance Regression in Practical Index Tuning: [Experiments & Analysis] | 2026 | SIGMOD |