In-Database Machine Learning with CorgiPile: Stochastic Gradient Descent without Full Data Shuffle

Lijie Xu, Shuang Qiu, Binhang Yuan, Jiawei Jiang, Cédric Renggli, Shaoduo Gan, Kaan Kara, Guoliang Li, Ji Liu, Wentao Wu 0001, Jieping Ye, Ce Zhang 0001. In-Database Machine Learning with CorgiPile: Stochastic Gradient Descent without Full Data Shuffle. In Zachary Ives, Angela Bonifati, Amr El Abbadi, editors, SIGMOD '22: International Conference on Management of Data, Philadelphia, PA, USA, June 12 - 17, 2022. pages 1286-1300, ACM, 2022. [doi]

Abstract

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