A Classifiable Sub-Flow Selection Method for Traffic Classification in Mobile IP Networks


Akihiro Satoh, Toshiaki Osada, Toru Abe, Gen Kitagata, Norio Shiratori, Tetsuo Kinoshita, Journal of Information Processing Systems Vol. 6, No. 3, pp. 307-322, Jun. 2010  

10.3745/JIPS.2010.6.3.307
Keywords: Mobile IP Network, Traffic Classification, Network Management, Traffic Engineering, Machine Learning
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Abstract

Traffic classification is an essential task for network management. Many researchers have paid attention to initial sub-flow features based classifiers for traffic classification. However, the existing classifiers cannot classify traffic effectively in mobile IP networks. The classifiers depend on initial sub-flows, but they cannot always capture the sub-flows at a point of attachment for a variety of elements because of seamless mobility. Thus the ideal classifier should be capable of traffic classification based on not only initial sub-flows but also various types of sub-flows. In this paper, we propose a classifiable sub-flow selection method to realize the ideal classifier. The experimental results are so far promising for this research direction, even though they are derived from a reduced set of general applications and under relatively simplifying assumptions. Altogether, the significant contribution is indicating the feasibility of the ideal classifier by selecting not only initial sub-flows but also transition sub-flows.


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Cite this article
[APA Style]
Akihiro Satoh, Toshiaki Osada, Toru Abe, Gen Kitagata, Norio Shiratori, & Tetsuo Kinoshita (2010). A Classifiable Sub-Flow Selection Method for Traffic Classification in Mobile IP Networks. Journal of Information Processing Systems, 6(3), 307-322. DOI: 10.3745/JIPS.2010.6.3.307 .

[IEEE Style]
A. Satoh, T. Osada, T. Abe, G. Kitagata, N. Shiratori and T. Kinoshita, "A Classifiable Sub-Flow Selection Method for Traffic Classification in Mobile IP Networks," Journal of Information Processing Systems, vol. 6, no. 3, pp. 307-322, 2010. DOI: 10.3745/JIPS.2010.6.3.307 .

[ACM Style]
Akihiro Satoh, Toshiaki Osada, Toru Abe, Gen Kitagata, Norio Shiratori, and Tetsuo Kinoshita. 2010. A Classifiable Sub-Flow Selection Method for Traffic Classification in Mobile IP Networks. Journal of Information Processing Systems, 6, 3, (2010), 307-322. DOI: 10.3745/JIPS.2010.6.3.307 .