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Viac informácií o knihe Federated Learning Over Wireless Edge Networks

• Parametre knihy
• Anotácia kniha
• Obľúbené z iného súdka

Nákupom získate 265 bodov

Anotácia knihy

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.

Parametre knihy

Zaradenie knihy Knihy po anglicky Technology, engineering, agriculture Electronics & communications engineering Communications engineering / telecommunications

• Celý názov: Federated Learning Over Wireless Edge Networks
• Autor: Wei Yang Bryan Lim, Jer Shyuan Ng, Zehui Xiong, Dusit Niyato, Chunyan Miao
• Jazyk: Angličtina
• Väzba: Brožovaná
• Počet strán: 165
• EAN: 9783031078408
• ID: 44122843
• Nakladateľ: Springer, Berlin
• Hmotnosť: 267 g
• Rozmery: 235 × 155 mm
• Dátum vydania: 13. October 2023

Obľúbené z iného súdka

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