Impact of network settings on reinforcement learning based caching policy in cooperative edge networks

Reinforcement learning (RL) has been used in combination with cooperative caching to deal with growing traffic in mobile networks, but the performance of RL based caching policies depends heavily on network settings. This paper investigates the impact of access delays within network infrastructures...

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Hlavní autoři:	Xiaobao Cheng, Minghan Gao, Qiang Gao, Xiao-Hong Peng
Médium:	Artigo
Jazyk:	Inglês
Vydáno:	Elsevier 2023-12-01
Edice:	ICT Express
Témata:	Edge caching Deep reinforcement learning Cooperative caching Network setting
On-line přístup:	http://www.sciencedirect.com/science/article/pii/S240595952300005X
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