Enhancing dynamic resource management in decentralized federated learning for collaborative edge Internet of Things

Enhancing dynamic resource management in decentralized federated learning for collaborative edge Internet of Things

Abstract Dynamic situations and applications are supported by the diverse devices and communication technologies that constitute the Internet of Things concept. Despite this, communication backlogs are common due to rising network demand and insufficient resource allocation. This study provides a wa...

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Bibliographic Details
Main Authors: Asma Aldrees, Ashit Kumar Dutta, Ahmed Emara, Sana Shahab, Zaffar Ahmed Shaikh, Yousef Ibrahim Daradkeh, Mohd Anjum
Format: Article
Language:English
Published: SpringerOpen 2025-05-01
Series:EURASIP Journal on Wireless Communications and Networking
Subjects:
Edge computing
Federated learning
Internet of Things
Resource allocation
Communication backlogs
Recommendation factor
Online Access:https://doi.org/10.1186/s13638-025-02459-8
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https://doi.org/10.1186/s13638-025-02459-8

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