Téléchargez le livre : Federated Learning Over Wireless Edge Networks

Federated Learning Over Wireless Edge Networks

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Éditeur :

Springer


Collection :

Wireless Networks

Paru le : 2022-09-28

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Description

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.
Pages
165 pages
Collection
Wireless Networks
Parution
2022-09-28
Marque
Springer
EAN papier
9783031078378
EAN PDF
9783031078385
Informations sur l'ebook
Nombre pages copiables
1
Nombre pages imprimables
16
Taille du fichier
5059 Ko
Prix
94,94 €
EAN EPUB
9783031078385
Informations sur l'ebook
Nombre pages copiables
1
Nombre pages imprimables
16
Taille du fichier
15698 Ko
Prix
94,94 €

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