| Presentation | 2011-11-11 A Study on the Internet Traffic Classification Method based on Score-Level Fusion using Logistic Regression Hiroaki MAEDA, Kentaro HOSHI, Masatsugu ICHINO, Naohisa KOMATSU, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Network Traffic has increased rapidly by spreading high-speed internet. Moreover, the services provided over the internet become more diverse. In order to provide quality of each service, network administrators should identify the amount of traffic. Therefore, we study a method that classifies the traffic data into each service by using traffic feature. In this paper, we suggest the method based on score-level fusion using logistic regression, and the effectiveness by comparison with the result between this method and related works. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | traffic / QoS / service classification / pattern recognition / LPC cepstrum / Logistic Regression / Score-Level Fusion |
| Paper # | CQ2011-52 |
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| Conference Information | |
| Committee | CQ |
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| Conference Date | 2011/11/3(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
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| Paper Information | |
| Registration To | Communication Quality (CQ) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | A Study on the Internet Traffic Classification Method based on Score-Level Fusion using Logistic Regression |
| Sub Title (in English) | |
| Keyword(1) | traffic |
| Keyword(2) | QoS |
| Keyword(3) | service classification |
| Keyword(4) | pattern recognition |
| Keyword(5) | LPC cepstrum |
| Keyword(6) | Logistic Regression |
| Keyword(7) | Score-Level Fusion |
| 1st Author's Name | Hiroaki MAEDA |
| 1st Author's Affiliation | Guraduate school of Fundamental Sience and Engineering, Waseda University() |
| 2nd Author's Name | Kentaro HOSHI |
| 2nd Author's Affiliation | Media Network Center, Waseda University |
| 3rd Author's Name | Masatsugu ICHINO |
| 3rd Author's Affiliation | Department of Informatics, Graduate School of Informatics and Engineering, The University of Electro-Communications |
| 4th Author's Name | Naohisa KOMATSU |
| 4th Author's Affiliation | Guraduate school of Fundamental Sience and Engineering, Waseda University |
| Date | 2011-11-11 |
| Paper # | CQ2011-52 |
| Volume (vol) | vol.111 |
| Number (no) | 278 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |