Streaming Characteristics of Spotify Sessions

Anika Schwind, Florian Wamser, Thomas Gensler, P. Tran-Gia, Michael Seufert, P. Casas
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引用次数: 14

Abstract

Internet Service Providers need a thorough understanding of a service to maximize the Quality of Experience (QoE) of their customers by network management. Instead of quantifying the user satisfaction with long and cost-intensive subjective user studies, the QoE can often be estimated with the help of dedicated measurements of application and network parameters. We designed a QoE measurement tool for the popular audio streaming service Spotify that runs inside a Docker software container. The container is able to run headlessly as active measurement probe and emulates a user who is streaming audio files via Spotify. While streaming, network and application parameters are collected that have a high correlation to the user's QoE. The results of the measurements are used to characterize audio streaming in Spotify on application and network layer, and to evaluate important QoE factors.
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Spotify会话的流媒体特性
互联网服务提供商需要彻底了解一项服务,以便通过网络管理最大化客户的体验质量(QoE)。QoE通常可以借助对应用程序和网络参数的专门测量来估计,而不是通过长时间且成本高的主观用户研究来量化用户满意度。我们为流行的音频流媒体服务Spotify设计了一个QoE测量工具,该工具运行在Docker软件容器中。该容器可以作为主动测量探针运行,并模拟通过Spotify流媒体播放音频文件的用户。在流式传输时,将收集与用户QoE高度相关的网络和应用程序参数。测量结果用于在应用和网络层上表征Spotify的音频流,并评估重要的QoE因素。
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