DocumentCode :
7714
Title :
A game theoretic approach for energy-efficient in-network caching in content-centric networks
Author :
Fang Chao ; Richard, Yu.F. ; Huang Tao ; Liu Jiang ; Liu Yunjie
Author_Institution :
State Key Lab. of Networking & Switching Technol., Beijing Univ. of Posts & Telecommun., Beijing, China
Volume :
11
Issue :
11
fYear :
2014
fDate :
Nov. 2014
Firstpage :
135
Lastpage :
145
Abstract :
Recently, content-centric networking (CCN) has become a hot research topic for the diffusion of contents over the Internet. Most existing works on CCN focus on the improvement of network resource utilization. Consequently, the energy consumption aspect of CCN is largely ignored. In this paper, we propose a distributed energy-efficient in-network caching scheme for CCN, where each content router only needs locally available information to make caching decisions considering both caching energy consumption and transport energy consumption. We formulate the in-network caching problem as a non-cooperative game. Through rigorous mathematical analysis, we prove that pure strategy Nash equilibria exist in the proposed scheme, and it always has a strategy profile that implements the socially optimal configuration, even if the routers are self-interested in nature. Simulation results are presented to show that the distributed solution is competitive to the centralized scheme, and has superior performance compared to other popular caching schemes in CCN. Besides, it exhibits a fast convergence speed when the capacity of content routers varies.
Keywords :
Internet; content management; decision making; game theory; power aware computing; resource allocation; CCN; Internet; Nash equilibria; content diffusion; content-centric networks; distributed energy-efficient in-network caching scheme; energy consumption; energy-efficient in-network caching; game theoretic approach; network resource utilization; noncooperative game; socially optimal configuration; Cache storage; Content management; Data models; Energy consumption; Energy efficiency; Games; Internet; Random access memory; Simulation; content-centric networking; energy efficiency; in-network caching; non-cooperative game;
fLanguage :
English
Journal_Title :
Communications, China
Publisher :
ieee
ISSN :
1673-5447
Type :
jour
DOI :
10.1109/CC.2014.7004531
Filename :
7004531
Link To Document :
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