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Leopard: A General Test Suite for Isolation Level Verification

Summary: Leopard is a general, black-box test suite that verifies database isolation levels by analyzing client-side workload traces, supporting varied IL definitions and implementations without DBMS source access. Efficiently handles nondeterministic concurrency and uncovered 24 real DBMS bugs. (summarized by gpt-5-mini on Feb 09 2026)

Paper ID
515
Venue
CIDR
Year
2024
Pagerank
4.1905499e-05
Overall Rank
10,896 | 24.28%
DOI
-

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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 0.00083899338
339 OLTP-Bench: An Extensible Testbed for Benchmarking Relational Databases 2014 VLDB 0.00026895683
1,228 Elle: Inferring Isolation Anomalies from Experimental Observations 2021 VLDB 0.00013158624
2,132 Automating the Detection of Snapshot Isolation Anomalies 2007 VLDB 9.47431e-05
2,657 Detecting Logic Bugs of Join Optimizations in DBMS 2023 SIGMOD 8.3636172e-05
4,340 Quantifying Isolation Anomalies 2009 VLDB 6.269792e-05
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