移动网络流量分类研究

Z. Liu, Ruoyu Wang, Deyu Tang
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引用次数: 1

摘要

每天都有大量的移动流量在互联网上运行。复杂的移动流量数据如果管理不好,可能会导致网络性能下降。移动网络流分类是网络管理的重要基础,其目的是将IP报文映射到预定义的流分类集中。到目前为止,该领域的大部分工作都集中在分类方案上。相比之下,很少有人关注流量类的定义。由于流分类种类繁多,导致这些流分类方法难以进行比较。提出了一种基于本体范式的移动流量分类方法。其元特征是用户视角下的移动流量传播。它将移动网络流量分为四个级别。该分类法可用于多种流量分类目的。
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Research on mobile network traffic taxonomy
A huge amount of mobile traffic runs on Internet every day. The complex mobile traffic data may degrade the network performance if they are not well managed. As the important foundation of network management, mobile network traffic classification aim to map IP packets into a predefined traffic class set. Most work in this area until now has focused on classification schemes. In contrast, little attention has been paid towards traffic class definition. Various kinds of traffic class lead to difficultly comparing these traffic classification methods. This paper presents a mobile traffic taxonomy based on ontology paradigm. Its meta-characteristic is the mobile traffic communication from users' perspective. It defines mobile network traffic into four levels of categories. And the taxonomy could be used for multiple traffic classification purposes.
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