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c917649 · Dec 15, 2024

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Config_optimization

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Dec 15, 2024

Config Optimization

Deep Learning

  • 19_ICSE_DeepPerf: Performance Prediction for Configurable Software with Deep Sparse Neural Network [paper] [code]

Online Learning

  • 24_NSDI_OPPerTune: Post-Deployment Configuration Tuning of Services Made Easy [paper] [ppt]
  • 22_SIGMOD_Towards Dynamic and Safe Configuration Tuning for Cloud Databases [paper]