AdaEmbed: Adaptive Embedding for Large-Scale Recommendation Models

Fan Lai, Wei Zhang, Rui Liu, William Tsai, Xiaohan Wei, Yuxi Hu, Sabin Devkota, Jianyu Huang, JongSoo Park, Xing Liu, Zeliang Chen, Ellie Wen, Paul Rivera, Jie You, Chun-cheng Jason Chen, Mosharaf Chowdhury. AdaEmbed: Adaptive Embedding for Large-Scale Recommendation Models. In Roxana Geambasu, Ed Nightingale, editors, 17th USENIX Symposium on Operating Systems Design and Implementation, OSDI 2023, Boston, MA, USA, July 10-12, 2023. pages 817-831, USENIX Association, 2023. [doi]

Abstract

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