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
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