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Quality of Experience Management for YouTube: Clouds, FoG and the AquareYoum

机译:YouTube的体验管理质量:云,FoG和AquareYoum

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摘要

Over the last decade, Quality of Experience (QoE) has become a new, central paradigm for understanding the quality of networks and services. In particular, the concept has attracted the interest of communication network and service providers, since being able to guarantee good QoE to customers provides an opportunity for differentiation. In this paper we investigate the potential as well as the implementation challenges of QoE management in the Internet. Using YouTube video streaming service as example, we discuss the different elements that are required for the realization of the paradigm-shift towards truly user-centric network orchestration. To this end, we elaborate QoE management requirements for two complementary network scenarios (wireless mesh Internet access networks vs. global Internet delivery) and provide a QoE model for YouTube taking into account impairments like stalling and initial delay. We present two YouTube QoE monitoring approaches operating on the network and the end user level. Finally, we demonstrate how QoE can be dynamically optimized in both network scenarios with two exemplary concepts, AquareYoum and FoG, respectively. Our results show how QoE management can truly improve the user experience while at the same time increase the efficiency of network resource allocation.
机译:在过去的十年中,体验质量(QoE)已成为理解网络和服务质量的新的中心范例。特别是,该概念吸引了通信网络和服务提供商的兴趣,因为能够为客户保证良好的QoE提供了差异化的机会。在本文中,我们研究了Internet中QoE管理的潜力以及实施方面的挑战。以YouTube视频流服务为例,我们讨论了实现向真正以用户为中心的网络编排的范式转变所需的不同元素。为此,我们针对两种互补的网络方案(无线网状Internet接入网络与全球Internet交付)详细阐述了QoE管理要求,并为YouTube提供了QoE模型,其中考虑了停顿和初始延迟等损害。我们提供了两种在网络和最终用户级别上运行的YouTube QoE监视方法。最后,我们演示如何分别使用两个示例性概念AquareYoum和FoG在两种网络场景中动态优化QoE。我们的结果表明,QoE管理如何真正改善用户体验,同时提高网络资源分配效率。

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