Abstract
In spite of great efforts to expand the network infrastructure, it is still hard to catch the rapid growing need to serve tremendous subscribers with significant traffic. To effectively allocate the resource among mobile telecommunication operators and Internet Service Providers (ISP), grasping the highly dynamic traffic patterns can enable effective network planning and optimization for state-of-the-art mobile Internet. We employ traffic behavior analysis method to analyze and model the Internet traffic. Due to the subscribers' number of streaming media accounting over 60% of the entire traffic, we conduct a complete study to analyze this kind of traffic. By contrast, we also give the analysis result of another application, Instant Message (IM). Applying our newly proposed clustering methodology, we describe the regional characteristic of applications. This research subsequently enables more subtle and efficient mobile Internet operating modes to benefit operators and ISPs.
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