Neuroshard: towards automatic multi-objective sharding with deep reinforcement learning

Tamer Eldeeb, Zhengneng Chen, Asaf Cidon, Junfeng Yang. Neuroshard: towards automatic multi-objective sharding with deep reinforcement learning. In Rajesh Bordawekar, Oded Shmueli, Yael Amsterdamer, Donatella Firmani, Ryan Marcus, editors, aiDM '22: Proceedings of the Fifth International Workshop on Exploiting Artificial Intelligence Techniques for Data Management, Philadelphia, Pennsylvania, USA, 17 June 2022. ACM, 2022. [doi]

Abstract

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