Communication Efficient Federated Learning for Wireless Networks

by Shuguang Cui and Mingzhe Chen

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 particular, in the first part, the authors provide a detailed overview on widely-studied FL framework. In the second part of this book, the authors comprehensively...

• Format: Hardcover
• Language: English
• ISBN: 3031512650
• ISBN13: 9783031512650
• Release Date: February 2024
• Publisher: Springer
• Length: 179 Pages
• Weight: 0.99 lbs.
• Dimensions: 0.5" x 6.1" x 9.2"