Communication Efficient Federated Learning for Wireless Networks

This book provides a comprehensive study of Federated Learning (FL) over wireless networks. It consists of three main parts: (a) Fundamentals and preliminaries of FL, (b) analysis and optimization of FL over wireless networks, and (c) applications of wireless FL for Internet-of-Things systems. In pa...

Full description

Bibliographic Details

Main Authors:	Chen, Mingzhe (Author), Cui, Shuguang (Author)
Corporate Author:	SpringerLink (Online service)
Format:	Electronic eBook
Language:	English
Published:	Cham : Springer Nature Switzerland : Imprint: Springer, 2024.
Edition:	1st ed. 2024.
Series:	Wireless Networks,
Subjects:	Computer networks . Machine learning. Wireless communication systems. Mobile communication systems. Computer Communication Networks. Machine Learning. Wireless and Mobile Communication.
Online Access:	https://doi.org/10.1007/978-3-031-51266-7
Tags:	Add Tag No Tags, Be the first to tag this record!