DocumentCode
653140
Title
Caching Design in Green Content Centric Networking Based on Chemical Reaction Optimization
Author
Renchao Xie ; Tao Huang ; Yu, F. Richard ; Yunjie Liu
Author_Institution
Sch. of Inf. & Telecommun. Eng., Beijing Univ. of Posts & Telecommun., Beijing, China
fYear
2013
fDate
20-23 Aug. 2013
Firstpage
46
Lastpage
50
Abstract
Content centric networking (CCN) is a new promising network architecture, which can save energy consumption and achieve the green communication due to less transport energy by effectively reducing the distances to content and eliminating duplicated transmissions. In CCN, one of the most important issues is how to cache the content chunks in different network nodes to optimize the network performance. Therefore, the problem of content caching in green CCN is studied in this paper to minimize the total network traffic. We first model the content caching problem as an integer linear programming problem. Then, using the recent advances in Chemical Reaction Optimization (CRO), we propose a CRO-based caching algorithm that can significantly decrease the total network traffic. CRO algorithm is a population-based metaheuristic algorithm, mimicking the process of chemical reactions, which has low computation complexity and is easy to be implemented in practical networks. Finally, extensive simulation results are presented to illustrate the effectiveness of the proposed scheme.
Keywords
Internet; chemical reactions; energy consumption; integer programming; linear programming; telecommunication traffic; CCN; CRO-based caching algorithm; Internet; caching design; chemical reaction optimization; content caching problem; duplicated transmissions; energy consumption; green communication; green content centric networking; integer linear programming problem; network architecture; network performance; network traffic; population-based metaheuristic algorithm; Algorithm design and analysis; Chemicals; Energy consumption; Green products; Internet; Linear programming; Optimization; Caching; Chemical Reaction Optimization; Content Centric Networking; Total Network Traffic;
fLanguage
English
Publisher
ieee
Conference_Titel
Green Computing and Communications (GreenCom), 2013 IEEE and Internet of Things (iThings/CPSCom), IEEE International Conference on and IEEE Cyber, Physical and Social Computing
Conference_Location
Beijing
Type
conf
DOI
10.1109/GreenCom-iThings-CPSCom.2013.33
Filename
6682047
Link To Document