Efficient Black-box Checking of Snapshot Isolation in Databases
Summary: PolySI: a black-box checker for snapshot isolation that characterizes SI via generalized polygraphs (sound and complete) and compiles them to a compact SMT encoding with domain-specific pruning. Reproduces 2,477 known anomalies, finds new SI violations in three cloud DBs with human-readable counterexamples, outperforms prior black-box checkers and scales to large workloads. (summarized by gpt-5-mini on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Kaile Huang
- 2. Si Liu
- 3. Zhenge Chen
- 4. Hengfeng Wei
- 5. David Basin
- 6. Haixiang Li
- 7. Anqun Pan
Incoming Citations (Sorted by Pagerank)
Showing 7 of 7 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 7,683 | TDSQL: Tencent Distributed Database System | 2024 | VLDB | 4.6799361e-05 |
| 10,036 | Testing Graph Databases with Synthesized Queries | 2026 | SIGMOD | 4.1945683e-05 |
| 10,299 | Fast Verification of Strong Database Isolation | 2026 | VLDB | 4.1945683e-05 |
| 10,549 | VerIso: Verifiable Isolation Guarantees for Database Transactions | 2025 | VLDB | 4.1945683e-05 |
| 10,603 | Detecting Schema-Related Logic Bugs in Relational DBMSs via Equivalent Database Construction | 2025 | VLDB | 4.1945683e-05 |
| 10,988 | Finding Logic Bugs in Spatial Database Engines via Affine Equivalent Inputs | 2024 | SIGMOD | 4.1945683e-05 |
| 11,105 | IsoVista: Black-box Checking Database Isolation Guarantees | 2024 | VLDB | 4.1945683e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 5 of 5 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 23 | A Critique of ANSI SQL Isolation Levels | 1995 | SIGMOD | 0.00083894938 |
| 590 | Lazy Database Replication with Snapshot Isolation | 2006 | VLDB | 0.000195762 |
| 1,227 | Elle: Inferring Isolation Anomalies from Experimental Observations | 2021 | VLDB | 0.00013170695 |
| 1,419 | Highly Available Transactions: Virtues and Limitations | 2014 | VLDB | 0.00012079793 |
| 1,994 | ACIDRain: Concurrency-Related Attacks on Database-Backed Web Applications | 2017 | SIGMOD | 9.842936e-05 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 10,907 | When View- and Conflict-Robustness Coincide for Multiversion Concurrency Control | 2024 | PODS | 4.1945683e-05 |
| 1,227 | Elle: Inferring Isolation Anomalies from Experimental Observations | 2021 | VLDB | 0.00013170695 |
| 3,409 | SQLCheck: Automated Detection and Diagnosis of SQL Anti-Patterns | 2020 | SIGMOD | 7.1270252e-05 |
| 9,816 | Deciding Robustness for Lower SQL Isolation Levels | 2020 | PODS | 4.2783272e-05 |
| 11,165 | Allocating Isolation Levels to Transactions in a Multiversion Setting | 2023 | PODS | 4.1945683e-05 |
| 4,343 | Quantifying Isolation Anomalies | 2009 | VLDB | 6.2757607e-05 |
| 349 | Serializable Isolation for Snapshot Databases | 2008 | SIGMOD | 0.00026440605 |
| 11,105 | IsoVista: Black-box Checking Database Isolation Guarantees | 2024 | VLDB | 4.1945683e-05 |
| 2,133 | Automating the Detection of Snapshot Isolation Anomalies | 2007 | VLDB | 9.4752131e-05 |
| 10,299 | Fast Verification of Strong Database Isolation | 2026 | VLDB | 4.1945683e-05 |