Parcae: Proactive, Liveput-Optimized DNN Training on Preemptible Instances

Jiangfei Duan, Ziang Song, Xupeng Miao +5

Deep neural networks (DNNs) are becoming progressively large and costly to train. This paper aims to reduce DNN training costs by leveraging preemptible instances on modern clouds,…