• DocumentCode
    2168856
  • Title

    Research and implementation of mobile internet services identification system

  • Author

    Lan, Yipeng ; Tang, Yuliang ; Zou, Sai

  • Author_Institution
    Department of Communication Engineering, Xiamen University, Xiamen, China
  • fYear
    2015
  • fDate
    22-24 July 2015
  • Firstpage
    401
  • Lastpage
    405
  • Abstract
    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.
  • Keywords
    Data mining; Feature extraction; Itemsets; Mobile communication; Ports (Computers); Web and internet services; DFI; DPI; Services identification;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computer Science & Education (ICCSE), 2015 10th International Conference on
  • Conference_Location
    Cambridge, United Kingdom
  • Print_ISBN
    978-1-4799-6598-4
  • Type

    conf

  • DOI
    10.1109/ICCSE.2015.7250278
  • Filename
    7250278