使用嵌入式代理对智能手机用户进行应用级流量分析

Hyo-Sik Ham, Mi-Jung Choi
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引用次数: 7

摘要

除了电话服务外,最新的智能手机还具有多种功能,包括通过3G/4G/WI-Fi等多种网络接口上网,这鼓励了各种智能手机应用的出现。然而,各种应用程序和无限数据计划的出现导致智能手机流量急剧增加。国内移动通信公司为了解决快速增长的智能手机流量,推出了在家庭和公共场所提供的免费Wi-Fi替代路由策略或向4G网络演进。然而,为了应对智能手机流量的爆炸式增长,保证网络的稳定运行和服务质量,必须通过对智能手机流量的监测进行基础分析。本研究通过开发智能手机流量日志信息收集代理并将其加载到智能手机中来测量智能手机流量。基于以上,本研究提出了对智能手机流量各方面特征的分析结果。
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Applicaion-level traffic analysis of smartphone users using embedded agents
Except for phone call service, the latest smartphone is capable of various multi functions including internet through a variety of network interfaces such as 3G/4G/WI-Fi, which has been encouraging the advent of various smartphone applications. However, appearances of various applications and unlimited data plans have caused a drastic increase of smartphone traffic. For solving rapidly-increasing smartphone traffic, domestic mobile communications providers promoted a free Wi-Fi alternate routing strategy which is provided in the houses and public areas or network evolution to 4G network. For stable operation of network and guarantee of service quality corresponding to the explosively increasing smartphone traffic, however, fundamental analysis through monitoring on the smartphone traffic must be carried out. This study measures smartphone traffic by developing a smartphone traffic log information collection agents and loading it in the smartphone. Based on the above, this study suggests the result of analysis on the features of various aspects of smartphone traffic.
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