Proactive Caching for Energy-Efficiency in Wireless Networks: A Markov Decision Process Approach
Abstract
Content caching in wireless networks provides a substantial opportunity to trade off low cost memory storage with energy consumption, yet finding the optimal causal policy with low computational complexity remains a challenge. This paper models the Joint Pushing and Caching (JPC) problem as a Markov Decision Process (MDP) and provides a solution to determine the optimal randomized policy. A novel approach to decouple the influence from buffer...
Paper Details
Title
Proactive Caching for Energy-Efficiency in Wireless Networks: A Markov Decision Process Approach
Published Date
Nov 29, 2017
Journal
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Notes
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