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Detecting Logic Bugs of Join Optimizations in DBMS

Summary: Proposes TQS, a testing framework for detecting logic bugs in multi-table joins. DSG generates truth pairs via normalization and bitmap-based results with noise; KQE uses iso-graph discovery, embeddings, and weighted walks to explore join queries. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
6559
Venue
SIGMOD
Year
2023
Pagerank
8.3636172e-05
Overall Rank
2,657 | 81.54%
DOI
10.1145/3588909

Incoming Non-self Citations Over Time

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Incoming Citations (Sorted by Pagerank)

Showing 15 of 15 citing papers.

Rank Citing Paper Year Venue Pagerank
4,999 Keep It Simple: Testing Databases via Differential Query Plans 2024 SIGMOD 5.7638722e-05
6,143 Detecting Metadata-Related Logic Bugs in Database Systems via Raw Database Construction 2024 VLDB 5.1867156e-05
8,273 Constant Optimization Driven Database System Testing 2025 SIGMOD 4.5392079e-05
8,582 A Demonstration of DLBD: Database Logic Bug Detection System 2023 VLDB 4.4868313e-05
10,036 Testing Graph Databases with Synthesized Queries 2026 SIGMOD 4.1905499e-05
10,067 Detecting Logic Bugs in DBMSs via Equivalent Data Construction 2026 SIGMOD 4.1905499e-05
10,114 SRS: Detecting Logic Bugs of Join Implementation in DBMSs via Set Relation Synthesis 2026 SIGMOD 4.1905499e-05
10,188 One DBMS, Two Modes, and a Bunch of Bugs: Catching Logic Bugs in Distributed DBMSs via Differential Testing 2026 SIGMOD 4.1905499e-05
10,234 Dinkel: State-Aware and Granular Framework for Validating Graph Databases 2026 VLDB 4.1905499e-05
10,495 Finding Logic Bugs in Graph-processing Systems via Graph-cutting 2025 SIGMOD 4.1905499e-05
10,577 QOVIS: Understanding and Diagnosing Query Optimizer via a Visualization-assisted Approach 2025 VLDB 4.1905499e-05
10,587 Fucci: Database Transaction Fuzzing via Random Conflict Construction and Multilevel Constraint Solving 2025 VLDB 4.1905499e-05
10,611 Detecting Schema-Related Logic Bugs in Relational DBMSs via Equivalent Database Construction 2025 VLDB 4.1905499e-05
10,896 Leopard: A General Test Suite for Isolation Level Verification 2024 CIDR 4.1905499e-05
10,998 Understanding and Reusing Test Suites Across Database Systems 2024 SIGMOD 4.1905499e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 19 of 19 cited papers.

Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.

Rank Cited Paper Year Venue Pagerank
145 Quickly Generating Billion-Record Synthetic Databases 1994 SIGMOD 0.00041403894
355 Synthesizing Independent Database Schemas 1979 SIGMOD 0.00026204925
405 Massive Stochastic Testing of SQL 1998 VLDB 0.00024046204
486 TiDB: A Raft-based HTAP Database 2020 VLDB 0.00022039625
530 The LDBC Social Network Benchmark: Interactive Workload 2015 SIGMOD 0.00020823189
882 QAGen: Generating Query-Aware Test Databases 2007 SIGMOD 0.00015634206
890 A Hybrid Approach to Functional Dependency Discovery 2016 SIGMOD 0.00015542177
933 Flexible Database Generators 2005 VLDB 0.00015220613
1,013 HD-Index: Pushing the Scalability-Accuracy Boundary for Approximate kNN Search in High-Dimensional Spaces 2018 VLDB 0.00014632051
1,482 Simple and Realistic Data Generation 2006 VLDB 0.00011715248
2,280 Generating Targeted Queries for Database Testing 2008 SIGMOD 9.1247368e-05
2,337 PolarDB Serverless: A Cloud Native Database for Disaggregated Data Centers 2021 SIGMOD 9.0092781e-05
2,615 Generating Thousand Benchmark Queries in Seconds 2004 VLDB 8.4485006e-05
2,899 APOLLO: Automatic Detection and Diagnosis of Performance Regressions in Database Systems 2020 VLDB 7.9478977e-05
3,824 Embedded Functional Dependencies and Data-completeness Tailored Database Design 2019 VLDB 6.7233576e-05
4,460 Efficient Bi-triangle Counting for Large Bipartite Networks 2021 VLDB 6.1592411e-05
4,640 A genetic approach for random testing of database systems 2007 VLDB 6.0226611e-05
5,530 Efficient Streaming Subgraph Isomorphism with Graph Neural Networks 2021 VLDB 5.4562393e-05
6,096 QRelX: Generating Meaningful Queries that Provide Cardinality Assurance 2010 SIGMOD 5.2079002e-05
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