ELASTIC:用于动态自适应HTTP流(DASH)的客户端控制器

L. D. Cicco, Vito Caldaralo, Vittorio Palmisano, S. Mascolo
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引用次数: 196

摘要

今天,视频分发平台使用自适应视频流,通过不同的接入网络向连接到互联网的各种设备提供最高质量的体验。在用于实现视频适应性的技术中,基于HTTP的流交换由于其部署和实现的简单性而得到了广泛的接受。最近有研究表明,到目前为止提出的客户端算法会产生一种开关流量模式,当许多视频流共享一个瓶颈时,这种模式可能导致不公平和利用不足。在本文中,我们提出了ELASTIC(反馈线性化自适应流控制器),这是一种使用反馈控制理论设计的客户端控制器,不会产生开关流量模式。通过使用受控测试平台,允许设置带宽容量和延迟,我们将ELASTIC与文献中提出的其他客户端控制器进行比较。特别是,我们检查了所考虑的算法能够在多大程度上:1)充分利用瓶颈,2)公平共享瓶颈,3)当TCP贪婪流与视频流共享瓶颈时获得公平份额。结果表明,ELASTIC实现了很高的公平性,在与TCP贪婪流共存时能够获得公平的共享。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
ELASTIC: A Client-Side Controller for Dynamic Adaptive Streaming over HTTP (DASH)
Today, video distribution platforms use adaptive video streaming to deliver the maximum Quality of Experience to a wide range of devices connected to the Internet through different access networks. Among the techniques employed to implement video adaptivity, the stream-switching over HTTP is getting a wide acceptance due to its deployment and implementation simplicity. Recently it has been shown that the client-side algorithms proposed so far generate an on-off traffic pattern that may lead to unfairness and underutilization when many video flows share a bottleneck. In this paper we propose ELASTIC (fEedback Linearization Adaptive STreamIng Controller), a client-side controller designed using feedback control theory that does not generate an on-off traffic pattern. By employing a controlled testbed, allowing bandwidth capacity and delays to be set, we compare ELASTIC with other client-side controllers proposed in the literature. In particular, we have checked to what extent the considered algorithms are able to: 1) fully utilize the bottleneck, 2) fairly share the bottleneck, 3) obtain a fair share when TCP greedy flows share the bottleneck with video flows. The obtained results show that ELASTIC achieves a very high fairness and is able to get the fair share when coexisting with TCP greedy flows.
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