FASTune: Towards Fast and Stable Database Tuning System with Reinforcement Learning

FASTune: Towards Fast and Stable Database Tuning System with Reinforcement Learning

Configuration tuning is vital to achieving high performance for a database management system (DBMS). Recently, automatic tuning methods using Reinforcement Learning (RL) have been explored to find better configurations compared with database administrators (DBAs) and heuristics. However, existing RL...

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Bibliographic Details
Main Authors: Lei Shi, Tian Li, Lin Wei, Yongcai Tao, Cuixia Li, Yufei Gao
Format: Article
Language:English
Published: MDPI AG 2023-05-01
Series:Electronics
Subjects:
database tuning
reinforcement learning
decision making
deep learning
Online Access:https://www.mdpi.com/2079-9292/12/10/2168

Internet

https://www.mdpi.com/2079-9292/12/10/2168

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