Metaheuristics Algorithm-Based Minimization of Communication Costs in Federated Learning

Metaheuristics Algorithm-Based Minimization of Communication Costs in Federated Learning

The Federated learning (FL) technique resolves the issue of training machine learning (ML) techniques on distributed networks, including the huge volume of modern smart devices. FL clients frequently use Wi-Fi and have to interact in unstable network surroundings. However, as the present FL aggregat...

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Bibliographic Details
Main Authors: Mohamed Ahmed Elfaki, Haya Mesfer Alshahrani, Khalid Mahmood, Rana Alabdan, Mofadal Alymani, Hussain Alshahrani, Abdelwahed Motwakel, Amani A. Alneil
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Access
Subjects:
Metaheuristics
federated learning
communication cost
quantum computing
deep learning
Online Access:https://ieeexplore.ieee.org/document/10197374/

Internet

https://ieeexplore.ieee.org/document/10197374/

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