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DBSherlock: A Performance Diagnostic Tool for Transactional Databases

Summary: DBSherlock is a practical OLTP diagnostic tool, analyzing hundreds of lifetime statistics and configurations to identify a few root causes. Root causes are reincorporated into an evolving causal model to improve future diagnoses, improving accuracy over SOTA. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
5307
Venue
SIGMOD
Year
2016
Pagerank
0.00013919795
Overall Rank
798 | 94.53%
DOI
10.1145/2882903.2915218

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@inproceedings{yoon_sigmod16,
        title = {{DBSherlock: A Performance Diagnostic Tool for Transactional Databases}},
        author = {Yoon, Dong Young and Niu, Ning and Mozafari, Barzan},
        series = {{SIGMOD} '16},
        booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
        publisher = {Association for Computing Machinery},
        doi = {10.1145/2882903.2915218},
        url = {https://dl.acm.org/doi/10.1145/2882903.2915218},
        year = {2016}
}

Incoming Citations (Sorted by Pagerank)

Showing 31 of 31 citing papers.

Rank Citing Paper Year Venue Pagerank
234 Self-Driving Database Management Systems 2017 CIDR 0.00023810722
334 An End-to-End Automatic Cloud Database Tuning System Using Deep Reinforcement Learning 2019 SIGMOD 0.00020875082
461 Query-based Workload Forecasting for Self-Driving Database Management Systems 2018 SIGMOD 0.00018068441
1,792 MacroBase: Prioritizing Attention in Fast Data 2017 SIGMOD 9.7436856e-05
1,920 D-Bot: Database Diagnosis System using Large Language Models 2024 VLDB 9.4846185e-05
1,949 Diagnosing Root Causes of Intermittent Slow Queries in Cloud Databases 2020 VLDB 9.430385e-05
2,161 DIFF: A Relational Interface for Large-Scale Data Explanation 2019 VLDB 9.0606664e-05
3,080 Distributed Lock Management with RDMA: Decentralization without Starvation 2018 SIGMOD 7.7746739e-05
3,587 HUNTER: An Online Cloud Database Hybrid Tuning System for Personalized Requirements 2022 SIGMOD 7.2829345e-05
3,662 openGauss: An Autonomous Database System 2021 VLDB 7.2166682e-05
3,757 Panda: Performance Debugging for Databases using LLM Agents 2024 CIDR 7.1483644e-05
3,961 MB2: Decomposed Behavior Modeling for Self-Driving Database Management Systems 2021 SIGMOD 6.987575e-05
4,398 Real-time Workload Pattern Analysis for Large-scale Cloud Databases 2023 VLDB 6.7248611e-05
4,816 A Top-Down Approach to Achieving Performance Predictability in Database Systems 2017 SIGMOD 6.4949878e-05
4,876 XInsight: eXplainable Data Analysis Through The Lens of Causality 2023 SIGMOD 6.4687705e-05
5,023 DBPA: A Benchmark for Transactional Database Performance Anomalies 2023 SIGMOD 6.3979497e-05
5,856 Automatic Database Configuration Debugging using Retrieval-Augmented Language Models 2025 SIGMOD 6.0644656e-05
5,967 A Demonstration of Interactive Analysis of Performance Measurements with Viska 2017 SIGMOD 6.0248681e-05
6,082 iQCAR: inter-Query Contention Analyzer for Data Analytics Frameworks 2019 SIGMOD 5.9841079e-05
6,884 Explaining Inference Queries with Bayesian Optimization 2021 VLDB 5.7465524e-05
6,939 Multi-Tenant Cloud Data Services: State-of-the-Art, Challenges and Opportunities 2022 SIGMOD 5.7338637e-05
7,739 Video-zilla: An Indexing Layer for Large-Scale Video Analytics 2022 SIGMOD 5.5553554e-05
7,825 RCRank: Multimodal Ranking of Root Causes of Slow Queries in Cloud Database Systems 2025 VLDB 5.5367884e-05
7,922 Sentinel: Understanding Data Systems 2020 SIGMOD 5.5181056e-05
8,185 BugDoc: Algorithms to Debug Computational Processes 2020 SIGMOD 5.4707797e-05
8,737 Sommelier: Curating DNN Models for the Masses 2022 SIGMOD 5.3766157e-05
9,536 Database Gyms 2023 CIDR 5.2529727e-05
10,532 DBAIOps: A Reasoning LLM-Enhanced Database Operation and Maintenance System using Knowledge Graphs 2026 VLDB 5.093636e-05
11,049 DBPecker: A Graph-Based Compound Anomaly Diagnosis System for Distributed RDBMSs 2025 VLDB 5.093636e-05
11,331 DB-MAGS: Multi-Anomaly Data Generation System for Transactional Databases 2024 VLDB 5.093636e-05
11,485 DHive: Query Execution Performance Analysis via Dataflow in Apache Hive 2023 VLDB 5.093636e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 15 of 15 cited papers.

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