Dueling Deep-Q-Network Based Delay-Aware Cache Update Policy for Mobile Users in Fog Radio Access Networks

Dueling Deep-Q-Network Based Delay-Aware Cache Update Policy for Mobile Users in Fog Radio Access Networks

Fog radio access networks (F-RANs) can effectively alleviate fronthaul loads and reduce content transmission delay by migrating cloud services to the network edge. This paper addresses a cooperative caching scenario in F-RAN, where each mobile user can acquire the requested contents from any one of...

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Bibliographic Details
Main Authors: Boren Guo, Xin Zhang, Qiwei Sheng, Hongwen Yang
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Caching
fog radio access network
hit ratio
mobility
reinforcement learning
Online Access:https://ieeexplore.ieee.org/document/8950344/

Internet

https://ieeexplore.ieee.org/document/8950344/

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