DBSeer: Pain-free Database Administration through Workload Intelligence
Summary: DBSeer applies machine learning and causal analysis to database telemetry for automated performance prediction, diagnosis, bottleneck explanation, admission control, and what-if analysis—replacing DBA trial-and-error with workload intelligence. (summarized by gpt-5.6-luna on Jul 24 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Dong Young Yoon (University of Michigan)
- 2. Barzan Mozafari (University of Michigan)
- 3. Douglas P. Brown (Teradata)
BibTeX Citation
@article{yoon_vldb15,
title = {{DBSeer: Pain-free Database Administration through Workload Intelligence}},
author = {Yoon, Dong Young and Mozafari, Barzan and Brown, Douglas P.},
journal = {PVLDB},
series = {{VLDB} '15},
volume = {8},
number = {12},
pages = {2036--2039},
doi = {10.14778/2824032.2824077},
url = {https://doi.org/10.14778/2824032.2824077},
year = {2015}
}Incoming Citations (Sorted by Pagerank)
Showing 5 of 5 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 798 | DBSherlock: A Performance Diagnostic Tool for Transactional Databases | 2016 | SIGMOD | 0.00013919795 |
| 4,816 | A Top-Down Approach to Achieving Performance Predictability in Database Systems | 2017 | SIGMOD | 6.4949878e-05 |
| 6,361 | Contention-Aware Lock Scheduling for Transactional Databases | 2018 | VLDB | 5.9009048e-05 |
| 10,626 | Libra: One-Shot Parameter Sensitivity Estimation for Transfer Learning in Database Performance Prediction | 2026 | VLDB | 5.093636e-05 |
| 11,076 | CloudGlide: Deconstructing the Landscape of Cloud-Based Analytics | 2025 | VLDB | 5.093636e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 4 of 4 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 226 | OLTP-Bench: An Extensible Testbed for Benchmarking Relational Databases | 2014 | VLDB | 0.00024027277 |
| 1,931 | Performance and Resource Modeling in Highly-Concurrent OLTP Workloads | 2013 | SIGMOD | 9.4664741e-05 |
| 4,000 | DBSeer: Resource and Performance Prediction for Building a Next Generation Database Cloud | 2013 | CIDR | 6.9666198e-05 |
| 5,222 | CliffGuard: A Principled Framework for Finding Robust Database Designs | 2015 | SIGMOD | 6.3103741e-05 |
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Semantically Similar Papers
| # | Overall Rank | Paper | Year | Venue |
|---|---|---|---|---|
| 1 | 6,673 | Database Workload Capacity Planning using Time Series Analysis and Machine Learning | 2020 | SIGMOD |
| 2 | 86 | Automatic Database Management System Tuning Through Large-scale Machine Learning | 2017 | SIGMOD |
| 3 | 5,329 | SeeDB: Visualizing Database Queries Efficiently | 2014 | VLDB |
| 4 | 2,958 | WiSeDB: A Learning-based Workload Management Advisor for Cloud Databases | 2016 | VLDB |
| 5 | 11,315 | SEER: An End-to-End Toolkit for Benchmarking Time Series Database Systems in Monitoring Applications | 2024 | VLDB |
| 6 | 798 | DBSherlock: A Performance Diagnostic Tool for Transactional Databases | 2016 | SIGMOD |
| 7 | 4,864 | SeeDB: Automatically Generating Query Visualizations | 2014 | VLDB |
| 8 | 4,053 | Database-Agnostic Workload Management | 2019 | CIDR |
| 9 | 1,931 | Performance and Resource Modeling in Highly-Concurrent OLTP Workloads | 2013 | SIGMOD |
| 10 | 4,000 | DBSeer: Resource and Performance Prediction for Building a Next Generation Database Cloud | 2013 | CIDR |