Ambiguity and concepts in real time online internet traffic classification

Internet traffic classification gained significant attention in the last few years. Identifying the Internet applications in the real time is one of the most significant challenges in network traffic classification. Most of the proposed classification methods are limited to offline classification an...

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Main Authors: Hamza Ibrahim, Hamza Awad, Md. Nor, Sulaiman, Khammas, Ban Mohammed
Format: Article
Published: Engg Journals Publications 2014
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Online Access:http://eprints.utm.my/id/eprint/51755/
http://www.enggjournals.com/ijet/docs/IJET14-06-01-097.pdf
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spelling my.utm.517552018-10-21T04:33:31Z http://eprints.utm.my/id/eprint/51755/ Ambiguity and concepts in real time online internet traffic classification Hamza Ibrahim, Hamza Awad Md. Nor, Sulaiman Khammas, Ban Mohammed TK Electrical engineering. Electronics Nuclear engineering Internet traffic classification gained significant attention in the last few years. Identifying the Internet applications in the real time is one of the most significant challenges in network traffic classification. Most of the proposed classification methods are limited to offline classification and cannot support online classification. This paper aims to highlight the ambiguity in the definition of online classification. Therefore, some of the previous online classification works are discussed and analyzed. This analysing is to check how far the real time online classification was achieved. The results indicate that most of the previous works consider a real Internet traffic but did not consider a real time online classification. In addition, the paper provides a real time classifier which was proposed and used in [1] [2] [3], to show how to perform a real time online classification Engg Journals Publications 2014 Article PeerReviewed Hamza Ibrahim, Hamza Awad and Md. Nor, Sulaiman and Khammas, Ban Mohammed (2014) Ambiguity and concepts in real time online internet traffic classification. International Journal of Engineering and Technology, 6 (1). pp. 403-410. ISSN 2319-8613 http://www.enggjournals.com/ijet/docs/IJET14-06-01-097.pdf
institution Universiti Teknologi Malaysia
building UTM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Teknologi Malaysia
content_source UTM Institutional Repository
url_provider http://eprints.utm.my/
topic TK Electrical engineering. Electronics Nuclear engineering
spellingShingle TK Electrical engineering. Electronics Nuclear engineering
Hamza Ibrahim, Hamza Awad
Md. Nor, Sulaiman
Khammas, Ban Mohammed
Ambiguity and concepts in real time online internet traffic classification
description Internet traffic classification gained significant attention in the last few years. Identifying the Internet applications in the real time is one of the most significant challenges in network traffic classification. Most of the proposed classification methods are limited to offline classification and cannot support online classification. This paper aims to highlight the ambiguity in the definition of online classification. Therefore, some of the previous online classification works are discussed and analyzed. This analysing is to check how far the real time online classification was achieved. The results indicate that most of the previous works consider a real Internet traffic but did not consider a real time online classification. In addition, the paper provides a real time classifier which was proposed and used in [1] [2] [3], to show how to perform a real time online classification
format Article
author Hamza Ibrahim, Hamza Awad
Md. Nor, Sulaiman
Khammas, Ban Mohammed
author_facet Hamza Ibrahim, Hamza Awad
Md. Nor, Sulaiman
Khammas, Ban Mohammed
author_sort Hamza Ibrahim, Hamza Awad
title Ambiguity and concepts in real time online internet traffic classification
title_short Ambiguity and concepts in real time online internet traffic classification
title_full Ambiguity and concepts in real time online internet traffic classification
title_fullStr Ambiguity and concepts in real time online internet traffic classification
title_full_unstemmed Ambiguity and concepts in real time online internet traffic classification
title_sort ambiguity and concepts in real time online internet traffic classification
publisher Engg Journals Publications
publishDate 2014
url http://eprints.utm.my/id/eprint/51755/
http://www.enggjournals.com/ijet/docs/IJET14-06-01-097.pdf
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score 13.160551