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APOLLO: Automatic Detection and Diagnosis of Performance Regressions in Database Systems

Summary: APOLLO automates detection, reporting, and diagnosis of performance regressions in DBMSs. It automatically generates regression-triggering queries, streamlines user bug reports, and helps developers localize root causes, reducing development labor. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
h5c2be47f157ad2f4
Venue
VLDB
Year
2020
Pagerank
9.5385854e-05
Overall Rank
1,832 | 87.69%
DOI
10.14778/3357377.3357382
PDF
Download (CC BY-NC-ND 4.0)

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@article{jung_vldb20,
        title = {{APOLLO: Automatic Detection and Diagnosis of Performance Regressions in Database Systems}},
        author = {Jung, Jinho and Hu, Hong and Arulraj, Joy and Kim, Taesoo and Kang, Woonhak},
        journal = {PVLDB},
        series = {{VLDB} '20},
        volume = {13},
        number = {1},
        pages = {57--70},
        doi = {10.14778/3357377.3357382},
        url = {https://doi.org/10.14778/3357377.3357382},
        year = {2020}
}

Incoming Citations (Sorted by Pagerank)

Showing 21 of 21 citing papers.

Rank Citing Paper Year Venue Pagerank
1,930 Detecting Logic Bugs of Join Optimizations in DBMS 2023 SIGMOD 9.3522789e-05
3,652 Keep It Simple: Testing Databases via Differential Query Plans 2024 SIGMOD 7.1293371e-05
3,937 Testing Graph Database Systems via Graph-Aware Metamorphic Relations 2024 VLDB 6.9130095e-05
5,058 Detecting Metadata-Related Logic Bugs in Database Systems via Raw Database Construction 2024 VLDB 6.2915045e-05
5,080 DBPA: A Benchmark for Transactional Database Performance Anomalies 2023 SIGMOD 6.2830313e-05
6,102 Constant Optimization Driven Database System Testing 2025 SIGMOD 5.8840867e-05
7,923 Semantic Conformance Testing of Relational DBMS 2025 VLDB 5.4243927e-05
9,229 Finding Missed Optimizations in DBMSs through Unbalanced Short-Circuit Query Construction 2026 SIGMOD 5.2032182e-05
9,231 SRS: Detecting Logic Bugs of Join Implementation in DBMSs via Set Relation Synthesis 2026 SIGMOD 5.2032182e-05
9,412 Detecting Schema-Related Logic Bugs in Relational DBMSs via Equivalent Database Construction 2025 VLDB 5.1808981e-05
9,896 TracEx: Understanding and Analyzing Database Traces 2024 CIDR 5.1132156e-05
10,061 Finding Logic Bugs in Graph-processing Systems via Graph-cutting 2025 SIGMOD 5.0851868e-05
10,064 Fucci: Database Transaction Fuzzing via Random Conflict Construction and Multilevel Constraint Solving 2025 VLDB 5.0851868e-05
10,065 Simple Testing Can Expose Most Critical Transaction Bugs: Understanding and Detecting Write-Specific Serializability Violations in Database Systems 2025 VLDB 5.0851868e-05
10,066 Finding Logic Bugs in Spatial Database Engines via Affine Equivalent Inputs 2024 SIGMOD 5.0851868e-05
10,427 Automated Discovery of Test Oracles for Database Management Systems Using LLMs 2026 SIGMOD 4.9769913e-05
10,444 DBugScribe: Automatic Database Bug Reproduction from Community Reports 2026 SIGMOD 4.9769913e-05
10,731 Pisco: An Isolation Bug Case Reduction and Deduplication Framework 2026 VLDB 4.9769913e-05
10,792 Testing Graph Databases via Transformations Between Fixed-Length and Variable-Length Queries 2026 VLDB 4.9769913e-05
10,881 Detecting Data-Type-Related Logic Bugs in Relational DBMSs via Compatible Database Construction 2026 VLDB 4.9769913e-05
11,553 Understanding and Reusing Test Suites Across Database Systems 2024 SIGMOD 4.9769913e-05
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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
109 Extensible/Rule Based Query Rewrite Optimization in Starburst 1992 SIGMOD 0.00032757423
276 Towards Practical Differential Privacy for SQL Queries 2018 VLDB 0.00022332903
383 Massive Stochastic Testing of SQL 1998 VLDB 0.00019474868
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