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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
12445
Venue
VLDB
Year
2020
Pagerank
9.2841464e-05
Overall Rank
2,030 | 86.08%
DOI
10.14778/3357377.3357382

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 19 of 19 citing papers.

Rank Citing Paper Year Venue Pagerank
2,044 Detecting Logic Bugs of Join Optimizations in DBMS 2023 SIGMOD 9.2663577e-05
3,903 Keep It Simple: Testing Databases via Differential Query Plans 2024 SIGMOD 7.0304586e-05
4,129 Testing Graph Database Systems via Graph-Aware Metamorphic Relations 2024 VLDB 6.8840169e-05
5,023 DBPA: A Benchmark for Transactional Database Performance Anomalies 2023 SIGMOD 6.3979497e-05
5,429 Detecting Metadata-Related Logic Bugs in Database Systems via Raw Database Construction 2024 VLDB 6.222006e-05
7,427 Constant Optimization Driven Database System Testing 2025 SIGMOD 5.620674e-05
7,756 Semantic Conformance Testing of Relational DBMS 2025 VLDB 5.551523e-05
9,227 Detecting Schema-Related Logic Bugs in Relational DBMSs via Equivalent Database Construction 2025 VLDB 5.3023217e-05
9,767 TracEx: Understanding and Analyzing Database Traces 2024 CIDR 5.2212078e-05
9,866 Finding Logic Bugs in Graph-processing Systems via Graph-cutting 2025 SIGMOD 5.2043672e-05
9,868 Fucci: Database Transaction Fuzzing via Random Conflict Construction and Multilevel Constraint Solving 2025 VLDB 5.2043672e-05
9,869 Simple Testing Can Expose Most Critical Transaction Bugs: Understanding and Detecting Write-Specific Serializability Violations in Database Systems 2025 VLDB 5.2043672e-05
9,871 Finding Logic Bugs in Spatial Database Engines via Affine Equivalent Inputs 2024 SIGMOD 5.2043672e-05
10,199 Automated Discovery of Test Oracles for Database Management Systems Using LLMs 2026 SIGMOD 5.093636e-05
10,216 DBugScribe: Automatic Database Bug Reproduction from Community Reports 2026 SIGMOD 5.093636e-05
10,243 Finding Missed Optimizations in DBMSs through Unbalanced Short-Circuit Query Construction 2026 SIGMOD 5.093636e-05
10,402 SRS: Detecting Logic Bugs of Join Implementation in DBMSs via Set Relation Synthesis 2026 SIGMOD 5.093636e-05
10,539 Pisco: An Isolation Bug Case Reduction and Deduplication Framework 2026 VLDB 5.093636e-05
11,206 Understanding and Reusing Test Suites Across Database Systems 2024 SIGMOD 5.093636e-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
110 Extensible/Rule Based Query Rewrite Optimization in Starburst 1992 SIGMOD 0.0003309592
281 Towards Practical Differential Privacy for SQL Queries 2018 VLDB 0.00022445849
392 Massive Stochastic Testing of SQL 1998 VLDB 0.00019342814
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