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

(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