Presentation 2010-11-19
A Study on the Internet Traffic Classification Method using LPC cepstrum
Hiroaki MAEDA, Kentaro HOSHI, Masatsugu ICHINO, Naohisa KOMATSU, Kei TAKESHITA, Haruhisa HASEGAWA,
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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 consecutive traffic data and LPC cepstrum. In this paper, we explain the concept of this method, and suggest the effectiveness by comparison of the result between this method and related works.
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Keyword(in English) traffic / QoS / service classification / pattern recognition / LPC cepstrum
Paper # CQ2010-60
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Committee CQ
Conference Date 2010/11/11(1days)
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Registration To Communication Quality (CQ)
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 using LPC cepstrum
Sub Title (in English)
Keyword(1) traffic
Keyword(2) QoS
Keyword(3) service classification
Keyword(4) pattern recognition
Keyword(5) LPC cepstrum
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 Guraduate school of Fundamental Sience and Engineering, Waseda University
3rd Author's Name Masatsugu ICHINO
3rd Author's Affiliation Media Network Center, Waseda University
4th Author's Name Naohisa KOMATSU
4th Author's Affiliation Guraduate school of Fundamental Sience and Engineering, Waseda University
5th Author's Name Kei TAKESHITA
5th Author's Affiliation NTT Service Integration Laboratories, NTT Corporation
6th Author's Name Haruhisa HASEGAWA
6th Author's Affiliation NTT Service Integration Laboratories, NTT Corporation
Date 2010-11-19
Paper # CQ2010-60
Volume (vol) vol.110
Number (no) 287
Page pp.pp.-
#Pages 6
Date of Issue