Development of Signature Generation and Update System for Application-Level Traffic Classification 


Vol. 17,  No. 1, pp. 99-108, Feb.  2010
10.3745/KIPSTC.2010.17.1.99


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  Abstract

The traffic classification is a preliminary but essentialstep for stable network service provision and efficient network resource management. While various classification methods have been introduced in literature, the payload signature-based classification is accepted to give the highest performance in terms of accuracy, completeness, and practicality. However, the collection and maintenance of up-to-date signatures is very difficult and time consuming process to cope with the dynamics of Internet traffic over time. In this paper, We propose an automatic payload signature generation mechanism which reduces the time for signature generation and increases the granularity of signatures. Furthermore, We describe a signature update system to keep the latest signatures over time. By experiments with our campus network traffic we proved the feasibility of our mechanism.

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[IEEE Style]

J. S. Park, J. W. Park, S. H. Yoon, H. S. Lee, M. S. Kim, "Development of Signature Generation and Update System for Application-Level Traffic Classification," The KIPS Transactions:PartC, vol. 17, no. 1, pp. 99-108, 2010. DOI: 10.3745/KIPSTC.2010.17.1.99.

[ACM Style]

Jun Sang Park, Jin Wan Park, Sung Ho Yoon, Hyun Shin Lee, and Myung Sup Kim. 2010. Development of Signature Generation and Update System for Application-Level Traffic Classification. The KIPS Transactions:PartC, 17, 1, (2010), 99-108. DOI: 10.3745/KIPSTC.2010.17.1.99.

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