CCPNC:基于内容流行度和节点中心性的协同缓存策略

Yunming Mo, Jinxing Bao, Shaobing Wang, Yaxiong Ma, Han Liang, Jiabao Huang, Ping Lu, Jincai Chen
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引用次数: 3

摘要

网络内缓存机制是内容中心网络(Content Centric Network, CCN)的核心技术之一,受到越来越多的关注。为了提高以内容为中心的网络缓存系统的缓存命中率,增加缓存系统的内容多样性,本文提出了一种基于内容流行度和节点中心性的协同缓存策略CCPNC。CCPNC缓存策略综合考虑了内容流行度和节点分布规则。它可以根据不同的流行度分别缓存内容对象,并调动网络中的核心路由节点与非核心路由节点协同工作。CCPNC缓存策略不仅利用核心路由节点缓存资源为广大用户提供更快的流行内容服务,而且避免了核心路由节点不必要的高频缓存替换。同时,利用非核心路由节点的缓存资源,提供更便捷的非热门内容服务。通过仿真实验发现,CCPNC缓存策略可以有效平衡内容对象在缓存系统中的分布,提高内容中心网络的缓存命中率,同时降低内容回程的平均路由跳数和平均请求延迟。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
CCPNC: A Cooperative Caching Strategy Based on Content Popularity and Node Centrality
The in-network caching mechanism is one of the core technologies of the Content Centric Network (CCN) and has been increasingly concerned. In order to improve the cache hit ratio of the content centric network cache system and increase the content diversity of the cache system, this paper proposes a cooperative caching strategy based on content popularity and node centrality, called CCPNC. The CCPNC caching strategy comprehensively considers content popularity and node distribution rules. It can separately cache content objects based on different popularity and mobilize the core routing nodes in the network to work together with non-core routing nodes. The CCPNC caching strategy not only makes use of the core routing node cache resources to provide faster popular content services for a wide range of users, but also avoids unnecessary high-frequency cache replacement of the core routing nodes. Meanwhile, it utilizes the cache resources of non-core routing nodes to provide more convenient non-popular content services. Through simulation experiments, it is found that the CCPNC caching strategy can effectively balance the distribution of content objects in the cache system and improve the cache hit ratio of the content centric network, while reducing the average routing hop and average request latency of content backhaul.
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