Fixed IP-port based Application-Level Internet Traffic Classification


The KIPS Transactions:PartC, Vol. 17, No. 2, pp. 205-212, Apr. 2010
10.3745/KIPSTC.2010.17.2.205,   PDF Download:

Abstract

As network traffic is dramatically increasing due to the popularization of Internet, the need for application traffic classification becomes important for the effective use of network resources. In this paper, we present an application traffic classification method based on fixed IP-port information. A fixed IP-port is a {IP address, port number, transport protocol}triple dedicated to only one application, which is automatically collected from the behavior analysis of individual applications. We can classify the Internet traffic more accurately and quickly by simple packet header matching to the collected fixed IP-port information. Therefore, we can construct a lightweight, fast, and accurate real-time traffic classification system than other classification method. In this paper we propose a novel algorithm to extract the fixed IP-port information and the system architecture. Also we prove the feasibility and applicability of our proposed method by an acceptable experimental result.


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Cite this article
[IEEE Style]
S. H. Yoon, J. S. Park, J. W. Park, S. W. Lee, M. S. Kim, "Fixed IP-port based Application-Level Internet Traffic Classification," The KIPS Transactions:PartC, vol. 17, no. 2, pp. 205-212, 2010. DOI: 10.3745/KIPSTC.2010.17.2.205.

[ACM Style]
Sung Ho Yoon, Jun Sang Park, Jin Wan Park, Sang Woo Lee, and Myung Sup Kim. 2010. Fixed IP-port based Application-Level Internet Traffic Classification. The KIPS Transactions:PartC, 17, 2, (2010), 205-212. DOI: 10.3745/KIPSTC.2010.17.2.205.