Characterizing the utility of smartphone background traffic
Characterizing the utility of smartphone background traffic
复制标题
表征智能手机后台流量的效用
DOI：
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发表时间：
2014
期刊：
影响因子：
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通讯作者：
A. Striegel
中科院分区：
文献类型：
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作者：
L. Meng;Shu Liu;A. Striegel
移动的智能设备的普及令人难以置信的上升给无线服务提供商带来了巨大的压力。虽然大部分压力来自日益丰富的多媒体和社交产品，但相当大一部分流量来自用户不主动与设备交互时。本文的重点是探索智能手机背景流量的流行和效用，通过一个池的100多个校园智能手机用户在七个星期的时间从2013年春季。值得注意的是，我们的工作表明，背景流量构成了无线流量的一个重要部分，范围在无线接口上的流量的三分之一到五分之二之间。我们的工作打破了背景流量的昼夜行为，无线接口，移动的应用程序，并延迟，直到屏幕激活，以进一步表征数据。
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.