Optimizing proactive content caching with mobility aware deep reinforcement & asynchronous federate learning in VEC

Edge caching in the Internet of Vehicles (IoV) can reduce backhaul strain and content access delay. However, due to the constant changes in vehicle requests, offloading applications to edge servers is crucial for efficiently anticipating and caching popular content. Additionally, conventional data-s...

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Bibliographic Details

Published in:	ICT Express
Main Authors:	Afsana Kabir Sinthia, Nosin Ibna Mahbub, Eui-Nam Huh
Format:	Article
Language:	English
Published:	Elsevier 2025-04-01
Subjects:	Deep reinforcement learning Federated learning Edge caching Cooperative caching
Online Access:	http://www.sciencedirect.com/science/article/pii/S2405959524001449