移动互联网业务识别系统的研究与实现

Y. Lan, Yuliang Tang, Sai Zou
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引用次数: 1

摘要

为了提高移动互联网服务的性能和用户体验,研究了QoS管理。因此,需要对网络中传输的各种移动互联网业务进行区分,为其提供QoS保障。本文分析了几种业务识别技术,如深度包检测(DPI)和深度流检测(DFI)。为了克服现有DPI中低层次关键词自动获取和现有系统中可识别服务类别有限的问题,研究了一种集成端口检测、DPI和DFI的综合设计。本文提出了一种移动互联网服务识别系统(MISIS),该系统采用字符串签名自动生成技术对移动互联网服务数据进行特征提取。实际测试结果表明,MISIS在服务识别方面具有较高的自动化程度和准确性。
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Research and implementation of mobile internet services identification system
The QoS management is studied to enhance the performance of mobile internet services and user experience. Therefore the various mobile internet services transferred in the network need be distinguished for providing QoS guarantees to them. This paper analyzes several Services Identification technologies, such as DPI(Deep Packet Inspection) and DFI(Deep Flow Inspection). A comprehensive design of integrating port detection, DPI and DFI are investigated to overcome the problems of low level keywords automatic acquisition in existing DPI and limited categories of identifiable services in current systems. In this paper, a Mobile Internet Services Identification System (MISIS) is proposed, and the automatic generation of string signatures techniques are used in MISIS for the extracted features from data of mobile internet services. The practical testing results demonstrate that MISIS is characterized as higher automation and accuracy in the services identification.
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