A comparative study of Content-Centric and Content-Distribution Networks: Performance and bounds

M. Mangili, F. Martignon, A. Capone
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引用次数: 43

Abstract

The Content-Centric Networking paradigm aims at improving the Quality of Service of the Internet by providing innovative features to better handle digital content distribution. A major step towards the success of this novel paradigm is to analyze and compare its performance with respect to the most popular ways in which content is disseminated in today's IP Internet. In this paper we give clear answers to this critical issue by proposing a methodology to assess how the innovative design of Content-Centric Networking behaves as opposed to the solution proposed by Content-Distribution Networks. We develop a novel optimization model to study the performance bounds of a Content-Centric Network, by addressing the joint object placement and routing problem. We further introduce three comparative models that well describe 1) a Content-Distribution Network, 2) a traditional IP-based network, and 3) a Content-Centric Network whose caches are pre-populated with given contents. To the best of our knowledge, our proposal is the first that studies the performance bounds of Content-Centric Networks by means of an optimization model. Finally, we discuss the numerical results showing the performance bounds of this revolutionary paradigm. We discover that: 1) a Content-Centric Network with small caches can provide significant performance gains compared to a traditional IP-based network; 2) for large amounts of caching storage, the benefits of using sophisticated cache replacement policies are dramatically reduced and 3) in some scenarios, a Content-Distribution Network with few replica servers can perform better than a Content-Centric Network, even when the total amount of available caching storage is exactly the same.
内容中心网络与内容分发网络的比较研究:性能与界限
以内容为中心的网络模式旨在提供创新的功能,以更好地处理数字内容分发,从而提高互联网的服务质量。要使这种新模式取得成功,重要的一步是分析和比较它与当今IP互联网中最流行的内容传播方式的表现。在本文中,我们通过提出一种方法来评估内容中心网络的创新设计如何与内容分发网络提出的解决方案相对立,从而对这一关键问题给出了明确的答案。通过解决联合对象放置和路由问题,我们开发了一种新的优化模型来研究以内容为中心的网络的性能界限。我们进一步介绍了三个比较模型,它们很好地描述了1)内容分发网络,2)传统的基于ip的网络,以及3)缓存预先填充给定内容的内容中心网络。据我们所知,我们的建议是第一个通过优化模型研究以内容为中心的网络的性能界限。最后,我们讨论了显示这一革命性范式的性能边界的数值结果。我们发现:1)与传统的基于ip的网络相比,具有小缓存的以内容为中心的网络可以提供显着的性能提升;2)对于大量的缓存存储,使用复杂的缓存替换策略的好处会大大降低;3)在某些情况下,具有少量副本服务器的内容分发网络可以比内容中心网络执行得更好,即使可用缓存存储的总量完全相同。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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