Characterizing the utility of smartphone background traffic

L. Meng, Shu Liu, A. Striegel
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引用次数: 8

Abstract

The incredible rise in popularity of mobile smart devices has placed tremendous pressure on wireless service providers. While much of the pressure arises from increasingly rich multimedia and social offerings, a sizable portion of the traffic originates when the user is not actively interacting with the device. The focus of this paper is to explore the prevalence and utility of smartphone background traffic through a pool of over one hundred campus smartphone users over a seven-week period from the Spring of 2013. Notably, our work shows that background traffic constitutes a non-trivial portion of wireless traffic ranging between one-third to two-fifths of traffic across the wireless interfaces. Our work breaks down background traffic with respect to diurnal behavior, wireless interface, mobile application, and latency until screen activation to further characterize the data.
表征智能手机后台流量的效用
移动智能设备的普及给无线服务提供商带来了巨大的压力。虽然越来越多的压力来自于丰富的多媒体和社交产品,但相当大一部分流量来自于用户没有积极与设备互动的情况。本文的重点是从2013年春季开始的七周时间里,通过对一百多名校园智能手机用户的调查,探讨智能手机后台流量的流行程度和效用。值得注意的是,我们的工作表明,后台流量构成了无线流量的一个重要部分,占无线接口流量的三分之一到五分之二。我们的工作分解了与日常行为、无线接口、移动应用程序和屏幕激活延迟相关的后台流量,以进一步表征数据。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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