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Providing Information Resilience through Modularity-based Caching in Perturbed Information-Centric Networks

机译:在受干扰的以信息为中心的网络中通过基于模块的缓存提供信息弹性

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摘要

—In this paper, we investigate the provision of a new form of resilience, namely information resilience - targeting reliable communication of information under normal and adverse network conditions. We harness the power and flexibility of information-centric networking (ICN) paradigm where content are named and can be explicitly identified as opposed to the current host-centric Internet. Using ICN principles, a new modularity-based information caching approach is proposed that leverages the concept of modularity such that information reachability and persistency are enhanced especially under perturbed network scenarios, e.g., network failures due to natural disasters or network under malicious attacks. The main idea of our proposal is to exploit the better connectivity of nodes within certain community construct in a network to provide higher information diversity, and thus allow potential access to a higher number of information objects even under various network dynamics. We conduct extensive simulations based on both real and model network topologies and show that our proposal can significantly increase request satisfaction ratios under highly dynamic network scenarios (i.e., network under multiple perturbations) across different system parameters.
机译:—在本文中,我们研究了提供一种新形式的弹性,即信息弹性-针对正常和不利网络条件下信息的可靠通信。我们利用以信息为中心的网络(ICN)范式的强大功能和灵活性,与当前以主机为中心的Internet相反,可以对内容进行命名和标识。使用ICN原理,提出了一种新的基于模块化的信息缓存方法,该方法利用了模块化的概念,从而增强了信息的可访问性和持久性,尤其是在受干扰的网络情况下,例如由于自然灾害或恶意攻击导致的网络故障。我们建议的主要思想是利用网络中某些社区构造中节点的更好连接性,以提供更高的信息多样性,从而即使在各种网络动态情况下也可以潜在地访问更多信息对象。我们基于真实和模型网络拓扑进行了广泛的仿真,并表明我们的建议可以在不同系统参数之间高度动态的网络场景(即多个扰动下的网络)下显着提高请求满足率。

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