Learning a Hybrid Proactive and Reactive Caching Policy in Wireless Edge Under Dynamic Popularity

Learning a Hybrid Proactive and Reactive Caching Policy in Wireless Edge Under Dynamic Popularity

Caching at wireless edge is a promising way to satisfy the explosively increasing mobile data demands, if future content popularity is known in advance. However, the time-varying nature of content popularity makes the popularity prediction far from perfect, which inevitably degrades the gain from ca...

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Bibliographic Details
Main Authors: Kaiqiang Qi, Shengqian Han, Chenyang Yang
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Dynamic popularity
proactive and reactive caching
cache resource allocation
shot noise model
independent reference model
real datasets
Online Access:https://ieeexplore.ieee.org/document/8809698/

Internet

https://ieeexplore.ieee.org/document/8809698/

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