Strategic Optimization of Convergence and Energy in Federated Learning Systems

Ghassan Samara,Raed Alazaidah,Ibrahim Obeidat,Mohammad Aljaidi,Mahmoud Odeh,Alaa Elhilo,Sattam Almatarneh,Mo’ath Alluwaici,Essam Aldaoud

#Federated learning #convergence speed #energy efficiency #early stopping #CO₂ emissions #hill-climbing

Ke Yan1, Hong Zhu1, and Kevin Lü2 1School of Computer Science and Technology, Huazhong University of Science and Technology, China 2College of Business, Arts and Social Sciences, Brunel University, UK

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Arumugam Sakthivel

#Active broadcast encryption # cloud # data distribution # group signature

An Architecture of Thin Client-Edge Computing

Aymen Alsaffar, Pham Hung, and Eui-Nam Huh

#Cloud computing # data distribution # edge computing # resource allocation # and thin client