使用多路径TCP无线网络了解用户感知的视频质量

Sohee Park, A. Bhattacharya, Mallesham Dasari, Samir R Das
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引用次数: 4

摘要

智能手机和个人电脑等现代计算设备提供多种网络接口,如WiFi和3G/LTE蜂窝网络。多路径TCP (Multipath TCP, MPTCP)是一种常用的接口带宽聚合方法。然而,MPTCP如何影响现有服务的体验质量,特别是对无线网络上各个路径之间带宽和延迟的差异的影响尚不清楚。在这项工作中,我们探讨了在无线网络上使用MPTCP的自适应视频流的服务质量(QoS)和体验质量(QoE),因为它的广泛普及和显著的带宽需求。与之前的工作不同,我们对三家移动网络运营商,AT&T, Verizon Wireless (VzW)和T-Mobile以及WiFi进行了系统的测量。基于广泛的测量,我们表明,只有当网络接口具有大致相似的带宽和延迟时,MPTCP才能提高视频流的QoS和QoE。我们的研究还表明,在网络接口之间存在极端差异的情况下,MPTCP的性能可能比TCP差。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Understanding User Perceived Video Quality Using Multipath TCP Over Wireless Network
Modern computing devices such as smartphones and personal computers provide multiple network interfaces such as WiFi and 3G/LTE cellular network. Multipath TCP (MPTCP) is a commonly proposed method of aggregating the bandwidth of these interfaces. However, how MPTCP affects the quality of experience of existing services, especially to variances in bandwidth and latency among the individual paths over the wireless networks is not well-known. In this work, we explore the quality of service (QoS) and quality of experience (QoE) of adaptive video streaming using MPTCP over wireless network given its vast popularity and significant bandwidth demand. Unlike prior works, we conduct systematic measurements over three mobile network operators, AT&T, Verizon Wireless (VzW), and T-Mobile, along with WiFi. Based on extensive measurements, we show that MPTCP can improve the QoS and QoE of video streaming only if the network interfaces have the roughly similar bandwidth and latency. Our studies also show that MPTCP can perform worse than TCP in case of extreme differences between the network interfaces.
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