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tuning_papers

重要文章：

database

  • (SIGMOD17)(Ottertune)Automatic Database Management System Tuning ThroughLarge-scale Machine Learning
  • (SIGMOD19)(CDBTune)An End-to-End Automatic Cloud Database Tuning System Using Deep Reinforcement Learning
  • (VLDB19)QTune- A Query-Aware Database Tuning System with Deep Reinforcement Learning
  • (SIGMOD21)(xinyi)ResTune- Resource Oriented Tuning Boosted by Meta-Learning for Cloud Databases
  • (VLDB22)(EA)Facilitating Database Tuning with Hyper-Parameter Optimization- A Comprehensive Experimental Evaluation

Hadoop & Spark

  • (2020 survey)A Survey on Automatic Parameter Tuning for Big Data Processing Systems
  • (KDD20)(tuneful)To Tune or Not to Tune
  • (SIGMOD22) LOCAT- Low-Overhead Online Configuration Auto-Tuning of Spark SQL Applications

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