利用网络感知增强无线DASH

F. Bronzino, Dragoslav Stojadinovic, C. Westphal, D. Raychaudhuri
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引用次数: 17

摘要

基于HTTP的动态自适应流(DASH)的引入有助于减少视频传输中的资源消耗,但其基于客户端的速率适应无法最佳地利用可用的端到端网络带宽。我们考虑的问题是优化视频内容的交付到移动客户端,同时满足现有网络资源的限制。观察网络的两个主要组成部分的可用带宽,核心网络,将视频从服务器传输到靠近客户端的边缘节点,以及边缘网络,负责将内容通过无线链路传输给用户,我们的目标是通过利用用户对顺序视频段的未来请求的可预测性来找到最优解决方案。以及在给定的未来时间窗口内,核心和边缘无线网络可用基础设施资源的知识。我们没有将端到端连接的瓶颈视为我们的吞吐量,而是将流量负载随时间分配,并在服务器和客户端之间使用中间节点来缓冲视频内容,从而实现更高的吞吐量,最终与目前的解决方案相比,显著提高了最终用户的体验质量。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Exploiting network awareness to enhance DASH over wireless
The introduction of Dynamic Adaptive Streaming over HTTP (DASH) helped reduce the consumption of resources in video delivery, but its client-based rate adaptation is unable to optimally use the available end-to-end network bandwidth. We consider the problem of optimizing the delivery of video content to mobile clients while meeting the constraints imposed by the available network resources. Observing the bandwidth available in the network's two main components, core network, transferring the video from the servers to edge nodes close to the client, and the edge network, which is in charge of transferring the content to the user via wireless links, we aim to find an optimal solution by exploiting the predictability of future user requests of sequential video segments, as well as the knowledge of available infrastructural resources at the core and edge wireless networks in a given future time window. Instead of regarding the bottleneck of the end-to-end connection as our throughput, we distribute the traffic load over time and use intermediate nodes between the server and the client for buffering video content to achieve higher throughput, and ultimately significantly improve the Quality of Experience for the end user in comparison with current solutions.
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