Understanding data storage and ingestion for large-scale deep recommendation model training: industrial product

Mark Zhao, Niket Agarwal, Aarti Basant, Bugra Gedik, Satadru Pan, Mustafa Ozdal, Rakesh Komuravelli, Jerry Pan, Tianshu Bao, Haowei Lu, Sundaram Narayanan, Jack Langman, Kevin Wilfong, Harsha Rastogi, Carole-Jean Wu, Christos Kozyrakis, Parik Pol. Understanding data storage and ingestion for large-scale deep recommendation model training: industrial product. In Valentina Salapura, Mohamed Zahran 0001, Fred Chong, Lingjia Tang, editors, ISCA '22: The 49th Annual International Symposium on Computer Architecture, New York, New York, USA, June 18 - 22, 2022. pages 1042-1057, ACM, 2022. [doi]

Abstract

Abstract is missing.