RECom: A Compiler Approach to Accelerating Recommendation Model Inference with Massive Embedding Columns

Zaifeng Pan, Zhen Zheng, Feng Zhang 0007, Ruofan Wu, Hao Liang, Dalin Wang, Xiafei Qiu, Junjie Bai, Wei Lin 0016, Xiaoyong Du 0001. RECom: A Compiler Approach to Accelerating Recommendation Model Inference with Massive Embedding Columns. In Tor M. Aamodt, Michael M. Swift, Natalie D. Enright Jerger, editors, Proceedings of the 28th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, Volume 4, ASPLOS 2023, Vancouver, BC, Canada, March 25-29, 2023. pages 268-286, ACM, 2023. [doi]

Abstract

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