Hermes: Fast Semi-Asynchronous Federated Learning in LEO Constellations

Recent advances in space technology have prompted the emergence of numerous Low Earth Orbit (LEO) satellites, producing mega-constellations that can pro-vide global network coverage and collect massive distributed data, bringing new opportunities for intelligence applications to remote areas. To ach...

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Bibliographic Details

Published in:	IEEE Wireless Communications and Networking Conference : [proceedings] : WCNC pp. 1 - 6
Main Authors:	Chen, Yan, Liu, Jun, Zhao, Jiejie, Jiang, Guanjun, Wang, Haiquan, Du, Bowen
Format:	Conference Proceeding
Language:	English
Published:	IEEE 21.04.2024
Subjects:	Accuracy Adaptation models Federated learning Satellites Schedules Simulation Training
ISSN:	1558-2612
Online Access:	Get full text
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