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

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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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Tarnoi, S., Suksomboon, K., Kumwilaisak, W., & Ji, Y. (2014). Performance of probabilistic caching and cache replacement policies for Content-Centric Networks. In Proceedings - Conference on Local Computer Networks, LCN (pp. 99–106). IEEE Computer Society. https://doi.org/10.1109/LCN.2014.6925761

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