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Published at December 5

BEFL: Balancing Energy Consumption in Federated Learning for Mobile Edge IoT

cs.LG

cs.DC

Released Date: December 5, 2024

Authors: Zehao Ju¹, Tongquan Wei¹, Fuke Shen¹

Aff.: ¹East China Normal University

Arxiv: http://arxiv.org/pdf/2412.03950v1

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Device Type	Processor	Clock Speed (GHz)	Cores	Price Range (USD)
Smartphone	MediaTek Dimensity 9200	1.8-3.05	8	3000-5000
Smartphone	Qualcomm Snapdragon 8 Gen 1	1.8-3.0	8
Laptop	Intel Core i5-1240P	1.2-4.4	12	8000-24000
	AMD Ryzen 7 5800U	1.9-4.4	8
	Intel Core i7-12700H	1.7-4.7	14
Wearable	Qualcomm Snapdragon 820A	1.6-2.15	6	100-500
Wearable	MediaTek MT2601	0-1.2	2
Tablet	Apple A15 Bionic	0-3.23	6	4000-8000
Tablet	Qualcomm Snapdragon 7c	0-2.5	8