KnobTune: A Dynamic Database Configuration Tuning Strategy Leveraging Historical Workload Similarities

Author:

Zhan Yueyang1ORCID,Xi Rui1ORCID,Liao Jianming1ORCID,Fan Shuhuan1ORCID,Hou Mengshu1ORCID

Affiliation:

1. University of Electronic Science and Technology of China, China

Funder

National Natural Science Foundation of China

Publisher

ACM

Reference24 articles.

1. HUNTER: An Online Cloud Database Hybrid Tuning System for Personalized Requirements

2. Biplob K Debnath, David J Lilja, and Mohamed F Mokbel. 2008. SARD: A statistical approach for ranking database tuning parameters. In 2008 IEEE 24th International Conference on Data Engineering Workshop. IEEE, 11–18.

3. OLTP-Bench

4. Tuning database configuration parameters with iTuned

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

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