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Proceedings Paper

Performance analysis of multiclass Internet traffic classifier in a connection-oriented router environment
Author(s): Mika Ilvesmaeki; Marko Luoma
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Paper Abstract

In this work, we analyze the performance of multi-class Internet traffic classifier primarily in a connection- oriented IP router environment. We define the tasks and related concepts of traffic classification in the Internet and then proceed to construct a multi-class traffic classifier using the Learning Vector Quantization algorithm classifier that has been previously used to divide the traffic into two classes. We show how the functionality of the 2-class LVQ classifier can easily be extended to an arbitrary amount of classes, in this work to three: the hard-interactive, the elastic and the best effort service classes.

Paper Details

Date Published: 5 November 1999
PDF: 12 pages
Proc. SPIE 3842, Internet II: Quality of Service and Future Directions, (5 November 1999); doi: 10.1117/12.368329
Show Author Affiliations
Mika Ilvesmaeki, Helsinki Univ. of Technology (Finland)
Marko Luoma, Helsinki Univ. of Technology (Finland)

Published in SPIE Proceedings Vol. 3842:
Internet II: Quality of Service and Future Directions
Raif O. Onvural; Seyhan Civanlar; James V. Luciani, Editor(s)

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