Joint Content Caching, Recommendation, and Transmission for Layered Scalable Videos Over Dynamic Cellular Networks: A Dueling Deep Q-Learning Approach

Joint Content Caching, Recommendation, and Transmission for Layered Scalable Videos Over Dynamic Cellular Networks: A Dueling Deep Q-Learning Approach

Scalable Video Coding (SVC) and edge caching are two techniques that hold the potential to improve user-perceived video viewing experience. Moreover, video recommendation can further enhance the caching gain by reshaping users’ video preferences. In this paper, we investigate the video ca...

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Bibliographic Details
Main Authors: Junfeng Xie, Qingmin Jia, Xinhang Mu, Fengliang Lu
Format: Article
Language:English
Published: IEEE 2024-01-01
Series:IEEE Access
Subjects:
Scalable video coding
edge caching
recommendation
user association
energy efficiency
dueling deep Q-learning
Online Access:https://ieeexplore.ieee.org/document/10463054/

Internet

https://ieeexplore.ieee.org/document/10463054/

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