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Dynamic Split Computing for Efficient Deep Edge Intelligence

Published in Zenodo (CERN European Organization for Nuclear Research) • Jun 25, 2022
Authors:
Arian Bakhtiarnia
,
Nemanja Milošević
,
Qi Zhang

Abstract

Deploying deep neural networks (DNNs) on IoT and mobile devices is a challenging task due to their limited computational resources. Thus, demanding tasks are often entirely offloaded to edge servers which can accelerate inference, however, it also causes communication cost and evokes privacy concern...

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