Decentralized Federated Learning Over Slotted ALOHA Wireless Mesh Networking

Federated Learning (FL) presents a mechanism to allow decentralized training for machine learning (ML) models inherently enabling privacy preservation. The classical FL is implemented as a client-server system, which is known as Centralised Federated Learning (CFL). There are challenges inherent in...

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Bibliographic Details

Published in:	IEEE Access
Main Authors:	Abdelaziz Salama, Achilleas Stergioulis, Ali M. Hayajneh, Syed Ali Raza Zaidi, Des McLernon, Ian Robertson
Format:	Article
Language:	English
Published:	IEEE 2023-01-01
Subjects:	Simplicity privacy federated learning decentralization learning
Online Access:	https://ieeexplore.ieee.org/document/10049061/