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Paper Abstract and Keywords
Presentation 2011-11-11 09:00
A Study on the Internet Traffic Classification Method based on Score-Level Fusion using Logistic Regression
Hiroaki Maeda, Kentaro Hoshi (Waseda Univ.), Masatsugu Ichino (UEC), Naohisa Komatsu (Waseda Univ.) CQ2011-52
Abstract (in Japanese) (See Japanese page) 
(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) 
(in English) traffic / QoS / service classification / pattern recognition / LPC cepstrum / Logistic Regression / Score-Level Fusion /  
Reference Info. IEICE Tech. Rep., vol. 111, no. 278, CQ2011-52, pp. 49-54, Nov. 2011.
Paper # CQ2011-52 
Date of Issue 2011-11-03 (CQ) 
ISSN Print edition: ISSN 0913-5685    Online edition: ISSN 2432-6380
Copyright
and
reproduction		 All rights are reserved and no part of this publication may be reproduced or transmitted in any form or by any means, electronic or mechanical, including photocopy, recording, or any information storage and retrieval system, without permission in writing from the publisher. Notwithstanding, instructors are permitted to photocopy isolated articles for noncommercial classroom use without fee. (License No.: 10GA0019/12GB0052/13GB0056/17GB0034/18GB0034)
Download PDF CQ2011-52

Conference Information
Committee ICM CQ NS  
Conference Date 2011-11-10 - 2011-11-11 
Place (in Japanese) (See Japanese page) 
Place (in English) Hirosaki University 
Topics (in Japanese) (See Japanese page) 
Topics (in English) Network Management, Network Quality, General 
Paper Information
Registration To CQ 
Conference Code 2011-11-ICM-CQ-NS 
Language Japanese 
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  
Keyword(8)  
1st Author's Name Hiroaki Maeda  
1st Author's Affiliation Waseda University (Waseda Univ.)
2nd Author's Name Kentaro Hoshi  
2nd Author's Affiliation Waseda University (Waseda Univ.)
3rd Author's Name Masatsugu Ichino  
3rd Author's Affiliation The University of Electro- Communications (UEC)
4th Author's Name Naohisa Komatsu  
4th Author's Affiliation Waseda University (Waseda Univ.)
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Speaker Author-1 
Date Time 2011-11-11 09:00:00 
Presentation Time 20 minutes 
Registration for CQ 
Paper # CQ2011-52 
Volume (vol) vol.111 
Number (no) no.278 
Page pp.49-54 
#Pages 6 
Date of Issue 2011-11-03 (CQ) 

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