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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
12258
Venue
VLDB
Year
2020
Pagerank
7.9478977e-05
Overall Rank
2,899 | 79.86%
DOI
10.14778/3357377.3357382

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 16 of 16 citing papers.

Rank Citing Paper Year Venue Pagerank
2,657 Detecting Logic Bugs of Join Optimizations in DBMS 2023 SIGMOD 8.3636172e-05
4,505 Testing Graph Database Systems via Graph-Aware Metamorphic Relations 2024 VLDB 6.1290872e-05
4,870 DBPA: A Benchmark for Transactional Database Performance Anomalies 2023 SIGMOD 5.8583776e-05
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
7,724 Semantic Conformance Testing of Relational DBMS 2025 VLDB 4.6622637e-05
8,273 Constant Optimization Driven Database System Testing 2025 SIGMOD 4.5392079e-05
9,637 TracEx: Understanding and Analyzing Database Traces 2024 CIDR 4.3068069e-05
10,114 SRS: Detecting Logic Bugs of Join Implementation in DBMSs via Set Relation Synthesis 2026 SIGMOD 4.1905499e-05
10,251 Pisco: An Isolation Bug Case Reduction and Deduplication Framework 2026 VLDB 4.1905499e-05
10,495 Finding Logic Bugs in Graph-processing Systems via Graph-cutting 2025 SIGMOD 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
10,630 Simple Testing Can Expose Most Critical Transaction Bugs: Understanding and Detecting Write-Specific Serializability Violations in Database Systems 2025 VLDB 4.1905499e-05
10,991 Finding Logic Bugs in Spatial Database Engines via Affine Equivalent Inputs 2024 SIGMOD 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 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
107 Extensible/Rule Based Query Rewrite Optimization in Starburst 1992 SIGMOD 0.00048363446
405 Massive Stochastic Testing of SQL 1998 VLDB 0.00024046204
451 Towards Practical Differential Privacy for SQL Queries 2018 VLDB 0.00022807098
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