论文标题
德国的众包网络测量:从最终用户角度来看,移动互联网体验
Crowdsourced Network Measurements in Germany: Mobile Internet Experience from End User Perspective
论文作者
论文摘要
在移动网络中收集和分析有意义的数据是评估网络性能的关键。众包网络测量值(CNM)提供了超出网络层的见解,并在应用程序和用户级别的体验质量(QOE)方面提供了性能和其他测量值。在本文中,从最终用户的角度来评估德国的移动互联网体验。我们统计地分析了Tutela Ltd.最终设备上的吞吐量测量值的数据集,该数据集涵盖了2019年1月至2019年7月在德国的250万次吞吐量测试。我们对这种新兴方法提供了见解,并强调了该方法的好处。与德国的一般性陈述相比,本文包含了几个大城市以及德国地区的统计和结论,因为单个测量和平均值通常只反映了这种情况。目的是对德国当前移动网络的性能进行整体视野。阅读本文,很明显,关于德国移动网络质量的可靠陈述取决于不同地区的大量特点,其性能特征由于不同的网络部署和人口数量。
Collecting and analyzing meaningful data in mobile networks is the key to assessing network performance. Crowdsourced Network Measurements (CNMs) provide insights beyond the network layer and offer performance and other measurements at the application and user-level towards Quality of Experience (QoE). In this paper, the mobile Internet experience for Germany is evaluated with the help of crowdsourcing from the perspective of an end user. We statistically analyze a dataset with throughput measurements on the end device from Tutela Ltd., which covers more than 2.5 million throughput tests across Germany from January to July 2019. We give insights into this emerging methodology and highlight the benefits of this method. The paper contains statistics and conclusions for several large cities as well as regions in Germany compared to general statements for Germany, since individual measurements and averages often only imprecisely reflect the situation. The goal is to give a holistic view of the performance of the current mobile network in Germany. Reading this paper, it becomes evident that reliable statements about the quality of the mobile network for Germany depend on a large number of peculiarities in different regions with their own performance characteristics due to different network deployments and population numbers.