Stackelberg Game Based Resource Allocation Algorithm for Federated Learning in MEC Systems

Introducing Federated Learning (FL) into the mo- bile edge computing (MEC) system can effectively deal with delay-sensitive tasks and protect end devices (EDs) data privacy. In the process of participating in FL, the EDs will carry out a large number of local iterations and multiple rounds of commun...

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Veröffentlicht in:	2023 6th World Conference on Computing and Communication Technologies (WCCCT) S. 7 - 12
Hauptverfasser:	Tang, Xiongyan, Wang, Yue, Huang, Rong, Chen, Gao, Wang, Liwen
Format:	Tagungsbericht
Sprache:	Englisch
Veröffentlicht:	IEEE 06.01.2023
Schlagworte:	Computational modeling Delays Energy consumption Federated learning Games incentive mechanism mobile edge computing resource allocation Resource management Simulation
Online-Zugang:	Volltext
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