A Cache Replication Strategy Based on Betweenness and Edge Popularity in Named Data Networking

被引:12
|
作者
Zheng, Quan [1 ]
Kan, Yuanzhi [1 ]
Chen, Jiebo [1 ]
Wang, Song [2 ]
Tian, Hongliang [3 ]
机构
[1] Univ Sci & Technol China, Lab Future Networks, Hefei, Anhui, Peoples R China
[2] Univ Sci & Technol China, Dept Automat, Hefei, Anhui, Peoples R China
[3] ZTE Shanghai, R&D Ctr, Shanghai, Peoples R China
基金
中国国家自然科学基金; 国家重点研发计划;
关键词
Named Data Networking; Caching; Node centrality; Popularity; Cache decision; Network edge; Cache replication strategy;
D O I
10.1109/icc.2019.8761900
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Caching content in routers is the most significant feature of Named Data Networking (NDN) and therefore the cache performance is increasingly being concerned for NDN deployment. The default cache policy of NDN is Leave Copy Everywhere (LCE) that leaves the copies in each node the data packet passed, and most of the copies will not be requested again, which leads to the waste of cache resources. The Betweenness Strategy caches data in the node with the maximal betweenness value, which causes a high replacement rate. Considering the betweenness of nodes and the popularity of content, as well as the filter effect of cache, we propose Betweenness and Edge Popularity strategy (BEP) which caches the most popular content in the most important nodes. We also conduct comprehensive simulations based on ndnSIM. By evaluating BEP and other cache replication strategies on a virtual topology, it is indicated that BEP can achieve higher performance in terms of the cache hit ratio, server load and average delay.
引用
收藏
页数:7
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