A Partition Based Gradient Compression Algorithm for Distributed Training in AIoT

Running Deep Neural Networks (DNNs) in distributed Internet of Things (IoT) nodes is a promising scheme to enhance the performance of IoT systems. However, due to the limited computing and communication resources of the IoT nodes, the communication efficiency of the distributed DNN training strategy...

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Bibliographic Details
Main Authors: Bingjun Guo, Yazhi Liu, Chunyang Zhang
Format: Article
Language:English
Published: MDPI AG 2021-03-01
Series:Sensors
Subjects:
Online Access:https://www.mdpi.com/1424-8220/21/6/1943

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