iTuned: A Tool for Configuring and Visualizing Database Parameters
Summary: iTuned analyzes a SQL workload to recommend config knobs (buffer pool, MLP, I/O daemons). It introduces Adaptive Sampling to identify high-impact parameters, an online cycle-stealing executor for production experiments, and cross-DB portability with response-surface visualizations. (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 |
|---|---|---|---|---|
| 796 | SageDB: A Learned Database System | 2019 | CIDR | 0.00016541749 |
| 1,533 | PerfXplain: Debugging MapReduce Job Performance | 2012 | VLDB | 0.00011462982 |
| 5,645 | Database Workload Characterization with Query Plan Encoders | 2022 | VLDB | 5.3928148e-05 |
| 10,164 | ESTune: Bayesian Uncertainty-Guided Early Stopping for Database Configuration Tuning | 2026 | SIGMOD | 4.1905499e-05 |
| 10,313 | DOT: Dynamic Knob Selection and Online Sampling for Automated Database Tuning | 2026 | VLDB | 4.1905499e-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 |
|---|---|---|---|---|
| 423 | Tuning Database Configuration Parameters with iTuned | 2009 | VLDB | 0.00023628474 |
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