Title :
A recent popularity based dynamic cache management for Content Centric Networking
Author :
Kang, Seong-Jin ; Lee, Sung-Won ; Ko, Young-Bae
Author_Institution :
Grad. Sch. of Inf. & Commun., Ajou Univ., Suwon, South Korea
Abstract :
One of the key research items of Content-Centric Networking is how to develop more efficient cache replacement policies, and most of the existing approaches have their foundations with dated web environments while considering little of the dynamicity of user interests. In this paper, we propose a new cache replacement policy, named as the “Recent Usage Frequency (RUF).” In order to deal with dynamic traffic patterns and alleviate temporal traffic variations, new position of popularity monitoring is suggested and the exponential weighted moving average is utilized. Performance evaluation shows that the proposed scheme outperforms the existing replacement policies in efficiency and resiliency.
Keywords :
Internet; cache storage; moving average processes; telecommunication traffic; RUF; cache replacement policies; content centric networking; dynamic traffic patterns; exponential weighted moving average; popularity based dynamic cache management; popularity monitoring; recent usage frequency; temporal traffic variations; Algorithm design and analysis; Cache memory; Internet; Monitoring; Peer to peer computing; Quality of service; Servers; Cache replacement policy; Content Centric Networking; Information Centric Networking; Named Data;
Conference_Titel :
Ubiquitous and Future Networks (ICUFN), 2012 Fourth International Conference on
Conference_Location :
Phuket
Print_ISBN :
978-1-4673-1377-3
Electronic_ISBN :
2165-8528
DOI :
10.1109/ICUFN.2012.6261697