PATTERN RECOGNITION METHODS FOR BUILDING A NETWORK DIAGNOSTIC SYSTEM
A generic method for computer networks diagnosis is proposed, which is based on thetheory 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 format...
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| Main Authors: | , , |
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| Format: | Article |
| Language: | Russian |
| Published: |
National Academy of Sciences of Belarus, the United Institute of Informatics Problems
2016-09-01
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| Series: | Informatika |
| Online Access: | https://inf.grid.by/jour/article/view/34 |
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| _version_ | 1849243301341822976 |
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| author | V. G. Rodchenko E. V. Olizarovich A. I. Zhukevich |
| author_facet | V. G. Rodchenko E. V. Olizarovich A. I. Zhukevich |
| author_sort | V. G. Rodchenko |
| collection | DOAJ |
| description | A generic method for computer networks diagnosis is proposed, which is based on thetheory 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. |
| format | Article |
| id | doaj-art-31b9fc751f614fb2b1a707f20f3e887f |
| institution | Kabale University |
| issn | 1816-0301 |
| language | Russian |
| publishDate | 2016-09-01 |
| publisher | National Academy of Sciences of Belarus, the United Institute of Informatics Problems |
| record_format | Article |
| series | Informatika |
| spelling | doaj-art-31b9fc751f614fb2b1a707f20f3e887f2025-08-20T03:59:31ZrusNational Academy of Sciences of Belarus, the United Institute of Informatics ProblemsInformatika1816-03012016-09-0101364733PATTERN RECOGNITION METHODS FOR BUILDING A NETWORK DIAGNOSTIC SYSTEMV. G. Rodchenko0E. V. Olizarovich1A. I. Zhukevich2Гродненский государственный университет им. Я. Купалы, ГродноГродненский государственный университет им. Я. Купалы, ГродноГродненский государственный университет им. Я. Купалы, ГродноA generic method for computer networks diagnosis is proposed, which is based on thetheory 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.https://inf.grid.by/jour/article/view/34 |
| spellingShingle | V. G. Rodchenko E. V. Olizarovich A. I. Zhukevich PATTERN RECOGNITION METHODS FOR BUILDING A NETWORK DIAGNOSTIC SYSTEM Informatika |
| title | PATTERN RECOGNITION METHODS FOR BUILDING A NETWORK DIAGNOSTIC SYSTEM |
| title_full | PATTERN RECOGNITION METHODS FOR BUILDING A NETWORK DIAGNOSTIC SYSTEM |
| title_fullStr | PATTERN RECOGNITION METHODS FOR BUILDING A NETWORK DIAGNOSTIC SYSTEM |
| title_full_unstemmed | PATTERN RECOGNITION METHODS FOR BUILDING A NETWORK DIAGNOSTIC SYSTEM |
| title_short | PATTERN RECOGNITION METHODS FOR BUILDING A NETWORK DIAGNOSTIC SYSTEM |
| title_sort | pattern recognition methods for building a network diagnostic system |
| url | https://inf.grid.by/jour/article/view/34 |
| work_keys_str_mv | AT vgrodchenko patternrecognitionmethodsforbuildinganetworkdiagnosticsystem AT evolizarovich patternrecognitionmethodsforbuildinganetworkdiagnosticsystem AT aizhukevich patternrecognitionmethodsforbuildinganetworkdiagnosticsystem |