Presentation | 2009-05-22 A Study on the Application Classification Method Using the Flow-Group Information Kei TAKESHITA, Takeshi KUROSAWA, Masayuki TSUJINO, Motoi IWASHITA, Masatsugu ICHINO, Naohisa KOMATSU, |
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PDF Download Page | PDF download Page Link |
Abstract(in Japanese) | (See Japanese page) |
Abstract(in English) | The Internet treats many kinds of applications as a same QoS level. In such a network, there are the cases that users are not able to watch video applications because of the requirements of large bandwidth. In order to solve this problem, we consider the QoS control like Diffserv by automatically identifing the video traffic. While researchers proposed some methods that classify the traffic data into protocols such as HTTP or SMTP, there is no method that classifies the traffic data into video traffic. We consider the multiple usage of HTTP and try to classify HTTP into video, web, or file-transfer by using C4.5 decision tree. As a result, while the total recall rate decreased about 10%, the recall rate of video, which largely affects to bandwidth design, increased from 70% to 90%. |
Keyword(in Japanese) | (See Japanese page) |
Keyword(in English) | traffic flow / C4.5 decision tree / QoS |
Paper # | NS2009-28 |
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Conference Information | |
Committee | NS |
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Conference Date | 2009/5/14(1days) |
Place (in Japanese) | (See Japanese page) |
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Topics (in Japanese) | (See Japanese page) |
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Paper Information | |
Registration To | Network Systems(NS) |
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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 Application Classification Method Using the Flow-Group Information |
Sub Title (in English) | |
Keyword(1) | traffic flow |
Keyword(2) | C4.5 decision tree |
Keyword(3) | QoS |
1st Author's Name | Kei TAKESHITA |
1st Author's Affiliation | NTT Service Integration Laboratories, NTT Corporation() |
2nd Author's Name | Takeshi KUROSAWA |
2nd Author's Affiliation | NTT Service Integration Laboratories, NTT Corporation |
3rd Author's Name | Masayuki TSUJINO |
3rd Author's Affiliation | NTT Service Integration Laboratories, NTT Corporation |
4th Author's Name | Motoi IWASHITA |
4th Author's Affiliation | NTT Service Integration Laboratories, NTT Corporation |
5th Author's Name | Masatsugu ICHINO |
5th Author's Affiliation | School of Fundamental Science and Engineering, Waseda University |
6th Author's Name | Naohisa KOMATSU |
6th Author's Affiliation | School of Fundamental Science and Engineering, Waseda University |
Date | 2009-05-22 |
Paper # | NS2009-28 |
Volume (vol) | vol.109 |
Number (no) | 36 |
Page | pp.pp.- |
#Pages | 5 |
Date of Issue |