WATuning: A Workload-Aware Tuning System with Attention-Based Deep Reinforcement Learning

Author:

Ge Jia-Ke,Chai Yan-Feng,Chai Yun-Peng

Publisher

Springer Science and Business Media LLC

Subject

Computational Theory and Mathematics,Computer Science Applications,Hardware and Architecture,Theoretical Computer Science,Software

Cited by 17 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. CTuner: Automatic NoSQL Database Tuning with Causal Reinforcement Learning;Proceedings of the 15th Asia-Pacific Symposium on Internetware;2024-07-24

2. VDTuner: Automated Performance Tuning for Vector Data Management Systems;2024 IEEE 40th International Conference on Data Engineering (ICDE);2024-05-13

3. KnobTune: A Dynamic Database Configuration Tuning Strategy Leveraging Historical Workload Similarities;International Conference on Computing, Machine Learning and Data Science;2024-04-12

4. Analysis of Machine Learning Techniques for Knob Tuning;2024 IEEE International Conference on Computing, Power and Communication Technologies (IC2PCT);2024-02-09

5. K2vTune: A workload-aware configuration tuning for RocksDB;Information Processing & Management;2024-01

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