在无线多跳网络中利用缓存和跨层转换进行内容传递

Mousie Fasil, Sabrina Müller, Hussein Al-Shatri, A. Klein
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引用次数: 2

摘要

无线通信的主要挑战之一是处理不断增长的流量需求。这种流量的很大一部分是由热门内容引起的。面对这一挑战的一种方法是移动内容缓存,它通过缓存更接近用户的内容来提高系统性能。内容缓存的好处取决于应用的内容交付策略。在本文中,我们研究了一个场景,其中多个目的地同时请求一个内容,该内容已经缓存在移动设备上,然后通过无线多跳网络传递。我们提出了一个内容交付框架,该框架联合利用已经缓存在移动设备上的内容,以及在物理层和网络层机制之间的切换,以便在不断变化的网络条件下将内容最佳地交付到所有目的地。在我们的框架中,我们使用一个统一的图模型来联合建模网络、缓存内容和底层三层的不同机制。从统一图模型出发,提出了一个优化问题,用于寻找最优的内容分发策略。在我们的数值评估中,我们通过与常规方案进行比较,展示了缓存的综合增益和在机制之间切换的能力,传统方案要么不能在机制之间切换,要么不利用缓存。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Exploiting caching and cross-layer transitions for content delivery in wireless multihop networks
One of the key challenges in wireless communications is handling the ever growing traffic demand. A large fraction of this traffic is induced by popular content. One way to face this challenge is mobile content caching which improves the system performance by caching content closer to the user. The benefit of content caching depends on the applied content delivery strategy. In this paper, we investigate a scenario where multiple destinations are concurrently requesting a content, which is already cached at mobile devices and then delivered over a wireless multihop network. We propose a content delivery framework which jointly exploits content already cached at mobile devices as well as switching between mechanisms at the physical layer and the network layer in order to optimally deliver the content to all destinations under changing network conditions. In our framework, we use a unified graph model to jointly model the network, the cached content and different mechanisms at the lower three layers. From the unified graph model, an optimization problem is formulated, which is used to find the optimal content delivery strategy. In our numerical evaluation, we show the combined gain of caching and the capability of switching between mechanisms by comparing with conventional schemes which either cannot switch between mechanisms or do not exploit caching.
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