Implementing federated learning over VPN-based wireless backhaul networks for healthcare systems

Implementing federated learning over VPN-based wireless backhaul networks for healthcare systems

Federated learning (FL) is a popular method where edge devices work together to train machine learning models. This study introduces an efficient network for analyzing healthcare records. It uses VPN technology and applies a federated learning approach over a wireless backhaul network. The study com...

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Bibliographic Details
Main Authors: Atif Mahmood, Zati Hakim Azizul, Mohammed Zakariah, Samir Brahim Belhaouari, Ayman Altameem, Roziana Ramli, Abdulaziz S. Almazyad, Miss Laiha Mat Kiah, Saaidal Razalli Azzuhri
Format: Article
Language:English
Published: PeerJ Inc. 2024-11-01
Series:PeerJ Computer Science
Subjects:
6G
Wireless backhual
Federated learning
Cross-silo
VPN
Healthcare
Online Access:https://peerj.com/articles/cs-2422.pdf
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