Deep reinforcement learning based resource provisioning for federated edge learning

Deep reinforcement learning based resource provisioning for federated edge learning

With the rapid development of mobile internet technology and increasing concerns over data privacy, Federated Learning (FL) has emerged as a significant framework for training machine learning models. Given the advancements in technology, User Equipment (UE) can now process multiple computing tasks...

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Bibliographic Details
Main Authors: Xingyun Chen, Junjie Pang, Tonghui Sun
Format: Article
Language:English
Published: Elsevier 2025-06-01
Series:High-Confidence Computing
Subjects:
Task deployment
Federated learning
Deep reinforcement learning
Online Access:http://www.sciencedirect.com/science/article/pii/S2667295224000679
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