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
Link To Document :
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