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http://dx.doi.org/10.3745/KIPSTC.2011.18C.4.243

Performance Improvement of the Statistic Signature based Traffic Identification System  

Park, Jin-Wan (고려대학교 컴퓨터정보학과)
Kim, Myung-Sup (고려대학교 컴퓨터정보학과)
Publication Information
The KIPS Transactions:PartC / v.18C, no.4, 2011 , pp. 243-250 More about this Journal
Abstract
Nowadays, the traffic type and behavior are extremely diverse due to the appearance of various services on Internet, which makes the need of traffic identification important for efficient operation and management of network. In recent years traffic identification methodology using statistical features of flow has been broadly studied. We also proposed a traffic identification methodology using payload size distribution in our previous work, which has a problem of low completeness. In this paper, we improved the completeness by solving the PSD conflict using IP and port. And we improved the accuracy by changing the distance measurement between flow and statistic signature from vector distance to per-packet distance. The feasibility of our methodology was proved via experimental evaluation on our campus network.
Keywords
Traffic Identification; Traffic Analysis; Statistic Signature; Application Traffic;
Citations & Related Records
Times Cited By KSCI : 4  (Citation Analysis)
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