Performance of probabilistic caching and cache replacement policies for Content-Centric Networks

S. Tarnoi, K. Suksomboon, W. Kumwilaisak, Yusheng Ji
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引用次数: 45

Abstract

The Content-Centric Networking (CCN) architecture exploits a universal caching strategy whose inefficiency has been confirmed by research communities. Various caching schemes have been proposed to overcome some drawbacks of the universal caching strategy but they come with additional complexity and overheads. Besides those sophisticated caching schemes, there is a probabilistic caching scheme that is more efficient than the universal caching strategy and adds a modest complexity to a network. The probabilistic caching scheme was treated as a benchmark and the insights into its behavior have never been studied despite its promising performance and feasibility in practical use. In this paper we study the probabilistic caching scheme by means of computer simulation to explore the behavior of the probabilistic caching scheme when it works with various cache replacement policies. The simulation results show the different behavioral characteristics of the probabilistic caching scheme as a function of the cache replacement policy.
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以内容为中心网络的概率缓存和缓存替换策略的性能
以内容为中心的网络(Content-Centric Networking, CCN)架构利用了一种通用缓存策略,这种策略的低效率已经被研究团体所证实。已经提出了各种缓存方案来克服通用缓存策略的一些缺点,但是它们带来了额外的复杂性和开销。除了那些复杂的缓存模式,还有一种概率缓存模式,它比通用缓存策略更有效,并给网络增加了适度的复杂性。概率缓存方案被视为基准,尽管其在实际使用中具有良好的性能和可行性,但从未对其行为进行过深入研究。本文通过计算机模拟研究了概率缓存方案,探讨了概率缓存方案在不同缓存替换策略下的行为。仿真结果表明,概率缓存方案的不同行为特征随缓存替换策略的变化而变化。
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