An asynchronous distributed training algorithm based on Gossip communication and Stochastic Gradient Descent

Cyber–Physical Systems (CPS) applications are playing an increasingly important role in our lives, hence the use of centralized distributed machine learning in CPS to secure applications to start widespread use. However, existing centralized distributed machine learning (ML) algorithms have signific...

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Veröffentlicht in:	Computer communications Jg. 195; S. 416 - 423
Hauptverfasser:	Tu, Jun, Zhou, Jia, Ren, Donglin
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	Elsevier B.V 01.11.2022
Schlagworte:	Asynchronous CPS Decentralized distribution Gossip Redundancy Decentralized distribution Asynchronous Gossip Redundancy CPS
ISSN:	0140-3664, 1873-703X
Online-Zugang:	Volltext
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