多跳无线网络中基于兴趣的协同缓存

Javed Iqbal, P. Giaccone
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引用次数: 25

摘要

新的通信协议,如WiFi Direct,现在可以在基于便携式设备的无线网络中实现高效的设备对设备(D2D)通信。与此同时,新的网络范例,如以内容为中心的网络(CCN),允许集中于内容而不是其在网络中的位置的通信,从而为内容提供灵活的位置,这些位置可以缓存在跨网络的节点中。在这种情况下,我们考虑采用类似ccn的协同缓存的多跳无线网络,其中每个用户终端同时充当缓存节点。我们提出了一种基于兴趣的缓存插入策略,该策略基于在线推荐系统借鉴的“社交距离”概念,以提高整个缓存网络的性能;其主要思想是只存储本地用户似乎感兴趣的内容。在缓存命中概率和访问延迟方面,我们证明了我们提出的方案优于其他众所周知的插入策略,这些策略忽略了这种社会距离。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Interest-based cooperative caching in multi-hop wireless networks
New communication protocols, as WiFi Direct, are now available to enable efficient Device-to-Device (D2D) communications in wireless networks based on portable devices. At the same time, new network paradigms, as Content-Centric-Networking (CCN), allow a communication focused on the content and not its location within the network, enabling a flexible location for the content, which can be cached in the nodes across the network. In such context, we consider a multi-hop wireless network adopting CCN-like cooperative caching, in which each user terminal acts also as a caching node. We propose an interest-based insertion policy for the caching, based on the concept of “social-distance” borrowed by online recommendation systems, to improve the performance of the overall network of caches; the main idea is to store only the contents which appear to be of interest for the local user. We show that our proposed scheme outperforms other well-known insertion policies, that are oblivious of such social-distance, in terms of cache hit probability and access delays.
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