DBSeer: Pain-free Database Administration through Workload Intelligence
Summary: DBSeer applies ML and causal analysis to telemetry data to automate database administration—provisioning, tuning, and monitoring. It provides performance prediction, bottleneck explanations, workload insight, admission control, and what-if analysis, demonstrated on a live system. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
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Incoming Citations (Sorted by Pagerank)
Showing 5 of 5 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 1,022 | DBSherlock: A Performance Diagnostic Tool for Transactional Databases | 2016 | SIGMOD | 0.00014614917 |
| 5,505 | A Top-Down Approach to Achieving Performance Predictability in Database Systems | 2017 | SIGMOD | 5.4734224e-05 |
| 7,040 | Contention-Aware Lock Scheduling for Transactional Databases | 2018 | VLDB | 4.854418e-05 |
| 10,328 | Libra: One-Shot Parameter Sensitivity Estimation for Transfer Learning in Database Performance Prediction | 2026 | VLDB | 4.1945683e-05 |
| 10,852 | CloudGlide: Deconstructing the Landscape of Cloud-Based Analytics | 2025 | VLDB | 4.1945683e-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 |
|---|---|---|---|---|
| 340 | OLTP-Bench: An Extensible Testbed for Benchmarking Relational Databases | 2014 | VLDB | 0.00026841628 |
| 2,230 | Performance and Resource Modeling in Highly-Concurrent OLTP Workloads | 2013 | SIGMOD | 9.2322426e-05 |
| 4,013 | DBSeer: Resource and Performance Prediction for Building a Next Generation Database Cloud | 2013 | CIDR | 6.529956e-05 |
| 5,581 | CliffGuard: A Principled Framework for Finding Robust Database Designs | 2015 | SIGMOD | 5.424205e-05 |
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