Foundations of Automated Database Tuning
Summary: Foundational framework for automated DB tuning using queuing theory and combinatorial optimization to model self-manageability in DBMS. A resource-aware evaluation approach to compare technologies, reveal implicit assumptions, and connect manageability to memory/index usage, with design implications and prior-work survey. (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 1 of 1 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 6,394 | Endure: A Robust Tuning Paradigm for LSM Trees Under Workload Uncertainty | 2022 | VLDB | 5.0770427e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 1 of 1 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 6,429 | Self-Managing Technology in Database Management Systems | 2004 | VLDB | 5.0595863e-05 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 9,598 | Towards Database Virtualization for Database as a Service | 2013 | VLDB | 4.315027e-05 |
| 12,459 | Online AutoAdmin (Physical Design Tuning) | 2007 | SIGMOD | 4.1905499e-05 |
| 13,978 | Ubiquitous, Self-tuning, Scalable Servers | 1998 | SIGMOD | - |
| 10,435 | Automated Database Tuning vs. Human-Based Tuning in a Simulated Stressful Work Environment: A Demonstration of the Database Gym | 2025 | SIGMOD | 4.1905499e-05 |
| 7,834 | Database Tuning | 1992 | VLDB | 4.6361103e-05 |
| 13,785 | Database Tuning: principles, experiments, and troubleshooting techniques | 2002 | SIGMOD | - |
| 3,533 | Database Tuning: principles, experiments, and troubleshooting techniques | 2002 | SIGMOD | 6.9972756e-05 |
| 841 | Self-tuning Database Technology and Information Services: from Wishful Thinking to Viable Engineering | 2002 | VLDB | 0.00015987128 |
| 6,429 | Self-Managing Technology in Database Management Systems | 2004 | VLDB | 5.0595863e-05 |
| 6,494 | Foundations of Automated Database Tuning | 2006 | VLDB | 5.0334983e-05 |