Federated Learning Over Wireless Edge Networks is popular PDF and ePub book, written by Wei Yang Bryan Lim in 2022-09-28, it is a fantastic choice for those who relish reading online the Technology & Engineering genre. Let's immerse ourselves in this engaging Technology & Engineering book by exploring the summary and details provided below. Remember, Federated Learning Over Wireless Edge Networks can be Read Online from any device for your convenience.
Federated Learning Over Wireless Edge Networks Book PDF Summary
This book first presents a tutorial on Federated Learning (FL) and its role in enabling Edge Intelligence over wireless edge networks. This provides readers with a concise introduction to the challenges and state-of-the-art approaches towards implementing FL over the wireless edge network. Then, in consideration of resource heterogeneity at the network edge, the authors provide multifaceted solutions at the intersection of network economics, game theory, and machine learning towards improving the efficiency of resource allocation for FL over the wireless edge networks. A clear understanding of such issues and the presented theoretical studies will serve to guide practitioners and researchers in implementing resource-efficient FL systems and solving the open issues in FL respectively.
Detail Book of Federated Learning Over Wireless Edge Networks PDF
- Author : Wei Yang Bryan Lim
- Release : 28 September 2022
- Publisher : Springer Nature
- ISBN : 9783031078385
- Genre : Technology & Engineering
- Total Page : 175 pages
- Language : English
- PDF File Size : 7,8 Mb
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