Don't Miss the Train: A Case for Systems Research into Training on the Edge

S. K. Prashanthi,Aakash Khochare,Sai Anuroop Kesanapalli,Rahul Bhope,Yogesh Simmhan

2022 IEEE 36TH INTERNATIONAL PARALLEL AND DISTRIBUTED PROCESSING SYMPOSIUM WORKSHOPS (IPDPSW 2022)（2022）

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摘要

The rapid growth of Internet of Things (IoT) and au-tonomous systems has led to the deployment of edge devices close to the sensing data source for low-latency computation.

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关键词

System optimizations,Accelerated edge devices,DNN training,GPU

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