Adaptive Federated Deep Reinforcement Learning for Proactive Content Caching in Edge Computing

With the aggravation of data explosion and backhaul loads on 5 G edge network, it is difficult for traditional centralized cloud to meet the low latency requirements for content access. The federated learning ( F L)-based p roactive content c aching (FPC) can alleviate the matter by placing content...

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Veröffentlicht in:IEEE transactions on parallel and distributed systems 2022-12, Vol.33 (12), p.4767-4782
Hauptverfasser: Qiao, Dewen, Guo, Songtao, Liu, Defang, Long, Saiqin, Zhou, Pengzhan, Li, Zhetao
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Sprache:eng
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