کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
725707 1461216 2016 6 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Fine-grained analysis of cellular smartphone usage characteristics based on massive network traffic
ترجمه فارسی عنوان
تجزیه و تحلیل دقیق از ویژگی های استفاده از گوشی های هوشمند تلفن همراه بر اساس ترافیک شبکه عظیم
موضوعات مرتبط
مهندسی و علوم پایه سایر رشته های مهندسی مهندسی برق و الکترونیک
چکیده انگلیسی

Increased adoption of smartphones leads to the explosive growth of mobile network traffic. Understanding the traffic characteristics of mobile network is important for Internet service providers (ISPs) to optimize network resources. In this paper, we conduct a detailed measurement study on the hyper text transfer protocol (HTTP) traffic characteristics of cellular network among different operating systems (OSs) as well as different device-types. Firstly, we propose a probability-based method to identify the installed OS of each smartphone. Then we analyze the traffic characteristics of these smartphones in terms of OS and device-type based on a dataset across 31 days (a billing cycle). Finally, we identify the installed apps of each smartphone and compare the usage of apps on the dimensions of OS and device-type. Our measurement study provides insights for network operators to strategize pricing and resource allocation for their cellular data networks.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: The Journal of China Universities of Posts and Telecommunications - Volume 23, Issue 3, June 2016, Pages 70–75
نویسندگان
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