RBOIRA: Integrating Rules and Reinforcement Learning to Improve Index Recommendation

Yu, Wenbo; You, Jinguo; Niu, Xiangyu; He, Jianfeng; Zhang, Yunwei

RBOIRA: Integrating Rules and Reinforcement Learning to Improve Index Recommendation

Yu, Wenbo and You, Jinguo and Niu, Xiangyu and He, Jianfeng and Zhang, Yunwei (2023) RBOIRA: Integrating Rules and Reinforcement Learning to Improve Index Recommendation. EAI Endorsed Transactions on Scalable Information Systems.

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Abstract

INTRODUCTION: The index is one of the most effective ways to improve the database query performance. The expert-based index recommendation approach cannot adjust the index configuration in real time. At the same time, reinforcement learning can automatically update the index and improve the recommen

Item Type:	Article
Date Deposited:	04 Mar 2026 18:28
Last Modified:	10 Apr 2026 23:14
URI:	http://eprints.eai.eu/id/eprint/52635

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