DocumentCode
2568662
Title
A Unified Framework for Flow Classification
Author
Anantavrasilp, Isara
Author_Institution
Dept. of Comput. Sci., Tech. Univ. Dresden, Dresden, Germany
fYear
2009
fDate
15-17 May 2009
Firstpage
578
Lastpage
582
Abstract
IP traffic or Internet flow classification has played an important role in many network activities. Many works have been carried out for the past several years targeting different goals including Quality-of-Service support, security, management, and provisioning. However, these approaches are developed and evaluated separately without a general model that can be used to identify, categorize, and compare them. Thus, it is difficult for a newcomer to understand the principle of flow classification and to find a suitable method for her domain. This paper brings forth a mathematical model that describes the flow classification components and processes on an abstract level. We then classify existing flow classification approaches and compare them in a unified framework.
Keywords
IP networks; quality of service; telecommunication traffic; IP traffic; Internet flow; Quality-of-Service management; Quality-of-Service provisioning; Quality-of-Service security; Quality-of-Service support; flow classification; Application software; Computer science; Feature extraction; Helium; Intelligent networks; Mathematical model; Real time systems; Signal processing; Telecommunication traffic; Traffic control; classification model; flow classfication; flow classification review; qos; traffic modeling;
fLanguage
English
Publisher
ieee
Conference_Titel
2009 International Conference on Signal Processing Systems
Conference_Location
Singapore
Print_ISBN
978-0-7695-3654-5
Type
conf
DOI
10.1109/ICSPS.2009.97
Filename
5166853
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