PATTERN RECOGNITION METHODS FOR BUILDING A NETWORK DIAGNOSTIC SYSTEM

V. G. Rodchenko; E. V. Olizarovich; A. I. Zhukevich

PATTERN RECOGNITION METHODS FOR BUILDING A NETWORK DIAGNOSTIC SYSTEM

V. G. Rodchenko, E. V. Olizarovich, A. I. Zhukevich

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Abstract

A generic method for computer networks diagnosis is proposed, which is based on the
theory of pattern recognition. We suggest to model the network status on the basis of the observed traffic's characteristics. Implementation mechanisms of all diagnostic stages are considered. They include formation of the dictionaries and performing procedures of training and classification.

References

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For citations:

Rodchenko V.G., Olizarovich E.V., Zhukevich A.I. PATTERN RECOGNITION METHODS FOR BUILDING A NETWORK DIAGNOSTIC SYSTEM. Informatics. 2013;(1):36-47. (In Russ.)

This work is licensed under a Creative Commons Attribution 4.0 License.

ISSN 1816-0301 (Print)
ISSN 2617-6963 (Online)

Informatics

PATTERN RECOGNITION METHODS FOR BUILDING A NETWORK DIAGNOSTIC SYSTEM

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Informatics

PATTERN RECOGNITION METHODS FOR BUILDING A NETWORK DIAGNOSTIC SYSTEM

Full Text:

Abstract

About the Authors

References

Review

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