Mobilyzer:一个可控制移动网络测量的开放平台

Ashkan Nikravesh, Hongyi Yao, Shichang Xu, D. Choffnes, Z. Morley Mao
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引用次数: 116

摘要

自从移动数据接入兴起以来,移动互联网的可用性、性能和可靠性一直不透明。进行网络测量可以让我们深入了解用户感知的网络状况,但这样做需要仔细考虑设备状态和有效利用稀缺资源。现有的方法以特别的方式解决这些问题。在这项工作中,我们提出Mobilyzer,一个以原则方式进行移动网络测量实验的平台。我们的系统是围绕三个关键原则设计的:移动设备的网络测量需要严格控制对网络接口的访问,以提供隔离;使用可用设备资源和实验的全局视图可以有效地执行这些测量;将平台作为一个库分发到现有的应用程序中,为大规模部署提供了必要的激励和低门槛。我们描述了我们目前的设计和实现,并说明了它如何为应用程序提供测量隔离,有效地管理测量实验,并为移动环境实现了一类新的实验。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Mobilyzer: An Open Platform for Controllable Mobile Network Measurements
Mobile Internet availability, performance and reliability have remained stubbornly opaque since the rise of cellular data access. Conducting network measurements can give us insight into user-perceived network conditions, but doing so requires careful consideration of device state and efficient use of scarce resources. Existing approaches address these concerns in ad-hoc ways. In this work we propose Mobilyzer, a platform for conducting mobile network measurement experiments in a principled manner. Our system is designed around three key principles: network measurements from mobile devices require tightly controlled access to the network interface to provide isolation; these measurements can be performed efficiently using a global view of available device resources and experiments; and distributing the platform as a library to existing apps provides the incentives and low barrier to adoption necessary for large-scale deployments. We describe our current design and implementation, and illustrate how it provides measurement isolation for applications, efficiently manages measurement experiments and enables a new class of experiments for the mobile environment.
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