MPTCP+:在多路径上增强自适应HTTP视频流

Jia Zhao, Jiangchuan Liu, Cong Zhang, Yong Cui, Yong Jiang, Wei Gong
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引用次数: 3

摘要

本文对基于MPTCP的自适应流进行了系统的研究。本文从动态自适应HTTP流(DASH)的实际实验开始,并分析了它在MPTCP上的性能。我们表明,DASH可以从MPTCP提高的聚合吞吐量中受益匪浅;然而,路径间吞吐量差异和路径内吞吐量波动也有显著的(负)影响。如果MPTCP中没有适当的路径选择和自适应设计,它们很容易混淆DASH的自适应逻辑,即使有高带宽路径可用,也会导致低比特率或频繁的重新缓冲。我们提出MPTCP+,一个扩展的多路径TCP解决方案,为自适应HTTP流提供高质量和流畅的播放。MPTCP+结合了一种路径使用决策算法,该算法巧妙地禁用/启用路径以最小化路径间差异,以及一种新颖的拥塞控制算法,该算法平滑了多路径的拥塞窗口演变。我们已经在MPTCP Linux内核中实现了MPTCP+,仅在服务器端MPTCP模块上进行了最小的更改。它与现有的MPTCP客户端完全兼容,并且不需要更改上层协议。我们的实验表明,MPTCP+将DASH的体验质量(QoE)提高了50%。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
MPTCP+: Enhancing Adaptive HTTP Video Streaming over Multipath
This paper presents a systematic study on adaptive streaming over MPTCP. We start from realworld experiments with Dynamic Adaptive Streaming over HTTP (DASH) and analysis on its performance over MPTCP. We show that DASH can greatly benefit from the improved aggregated throughput by MPTCP; yet the inter-path throughput difference and the intra-path throughput fluctuation have noticeable (negative) impact, too. Without a proper design of path selection and adaptation in MPTCP, they can easily confuse the adaptation logic of DASH, resulting in low bitrates or frequent rebuffering even if high-bandwidth paths are available. We present MPTCP+, an extended multipath TCP solution to offer high quality and smooth playback for adaptive HTTP streaming. MPTCP+ incorporates a path use decision algorithm that smartly disables/enables a path to minimize the inter-path difference, and a novel congestion control algorithm that smooths congestion window evolution with multiple paths. We have implemented MPTCP+ in the MPTCP Linux kernel, with minimum change on the server-side MPTCP module only. It is fully compatible with the existing MPTCP clients and requires no change on the upper-layer protocols, too. Our experiments suggest that MPTCP+ increases the quality of experience (QoE) of DASH by up to 50%.
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