Ekko: A Large-Scale Deep Learning Recommender System with Low-Latency Model Update

Chijun Sima, Yao Fu, Man-Kit Sit, Liyi Guo, Xuri Gong, Feng Lin, Junyu Wu, Yongsheng Li, Haidong Rong, Pierre-Louis Aublin, Luo Mai. Ekko: A Large-Scale Deep Learning Recommender System with Low-Latency Model Update. In Marcos K. Aguilera, Hakim Weatherspoon, editors, 16th USENIX Symposium on Operating Systems Design and Implementation, OSDI 2022, Carlsbad, CA, USA, July 11-13, 2022. pages 821-839, USENIX Association, 2022. [doi]

Abstract

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