Isbn: 9783031078408 - federated learning over wireless edge networks (wireless networks) (4 Ergebnisse)

Zustand: New. In English.

Taschenbuch. Zustand: Neu. Druck auf Anfrage Neuware - Printed after ordering - 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.…

Paperback. Zustand: Brand New. 180 pages. 9.26x6.10x0.39 inches. In Stock.

Taschenbuch. Zustand: Neu. Federated Learning Over Wireless Edge Networks | Wei Yang Bryan Lim (u. a.) | Taschenbuch | Wireless Networks | xv | Englisch | 2023 | Springer | EAN 9783031078408 | Verantwortliche Person für die EU: Springer Verlag GmbH, Tiergartenstr. 17, 69121 Heidelberg, juergen[dot]hartmann[at]springer[dot]com | Anbieter: preigu. …