一种高效公平的编码缓存内容传递方案

Asma Ghorbel, Apostolos Destounis, M. Kobayashi, G. Paschos
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引用次数: 1

摘要

编码缓存已经成为处理呈指数级增长的视频流量的有前途的解决方案之一。这一突破建立在文件放置的精心设计之上,通过同时多播对许多用户有用的子文件,将总传输时间降至最低。一些后续工作最近研究了编码缓存的扩展,最初假设一个完美的瓶颈链路,到实际的无线信道。然而,现有的大多数工作要么通过假设每个用户请求单个文件来解决缓存无线网络的可伸缩性,要么通过忽略可伸缩性来解决用户请求的动态到达。在这项工作中,我们提出了一种低复杂度的基于梯度的调度,利用编码缓存提供的多播机会,同时保持多个多播组在用户数量上呈线性。仿真结果表明,该算法在时变衰落信道上优于编码缓存和机会调度。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
An Efficient Fair Content Delivery Scheme for Coded Caching
Coded caching has emerged as one of the promising solutions to deal with an exponentially increasing video traffic. This breakthrough builds on a careful design of file placement such that the total transmission time is minimized by multicasting sub-files simultaneously useful to many users. A number of follow-up works recently studied the extension of coded caching, initially assuming a perfect bottleneck link, to practical wireless channels. However, most of existing works address either the scalability of the cached wireless networks by assuming that each user requests a single file or the dynamic arrival of user requests by ignoring the scalability. In this work, we propose a low-complexity gradient- based scheduling that exploits multicast opportunities offered by coded caching, while keeping a number of multicast groups linear in the number of users. Simulation results illustrate that the proposed algorithm outperforms both coded caching and opportunistic scheduling over time-varying fading channels.
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