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Paper Abstract and Keywords
Presentation 2012-11-15 09:20
A Study on Method for Estimating Network Traffic using Logistic Regression
Toshihiro Akizuki (Waseda Univ.), Masatsugu Ichino (UEC), Jiro Katto, Naohisa Komatsu (Waseda Univ.) CQ2012-58
Abstract (in Japanese) (See Japanese page) 
(in English) Network traffic volumes continue to increase rapidly with spread of the broadband access and increase of Internet backbone capacities.
Moreover, services provided over the Internet become more diverse.
In order to prevent network traffic congestion, it is necessary to estimate network traffic volumes so that network administrators can prevent deterioration of quality of services by estimating and regulating traffic in advance.
Therefore, we study a method to estimate network traffic volumes with external factors, for example, calender, weather data, and so on.
In this paper, we suggest a method for estimating network traffic using logistic regression, and prove its effectiveness by comparing existing method with ours.
Keyword (in Japanese) (See Japanese page) 
(in English) traffic / QoS / traffic estimation / multiple regression analysis / logistic regression analysis / / /  
Reference Info. IEICE Tech. Rep., vol. 112, no. 288, CQ2012-58, pp. 7-12, Nov. 2012.
Paper # CQ2012-58 
Date of Issue 2012-11-08 (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 CQ2012-58

Conference Information
Committee CQ ICM NS  
Conference Date 2012-11-15 - 2012-11-16 
Place (in Japanese) (See Japanese page) 
Place (in English) Nagahama Inst. of Bio-Science and Tech. 
Topics (in Japanese) (See Japanese page) 
Topics (in English) Network Quality, Network Management and Measurement, Network Virtualization, General 
Paper Information
Registration To CQ 
Conference Code 2012-11-CQ-ICM-NS 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) A Study on Method for Estimating Network Traffic using Logistic Regression 
Sub Title (in English)  
Keyword(1) traffic  
Keyword(2) QoS  
Keyword(3) traffic estimation  
Keyword(4) multiple regression analysis  
Keyword(5) logistic regression analysis  
Keyword(6)  
Keyword(7)  
Keyword(8)  
1st Author's Name Toshihiro Akizuki  
1st Author's Affiliation Waseda University (Waseda Univ.)
2nd Author's Name Masatsugu Ichino  
2nd Author's Affiliation The University of Electro-Communications (UEC)
3rd Author's Name Jiro Katto  
3rd Author's Affiliation Waseda University (Waseda Univ.)
4th Author's Name Naohisa Komatsu  
4th Author's Affiliation Waseda University (Waseda Univ.)
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Speaker Author-1 
Date Time 2012-11-15 09:20:00 
Presentation Time 20 minutes 
Registration for CQ 
Paper # CQ2012-58 
Volume (vol) vol.112 
Number (no) no.288 
Page pp.7-12 
#Pages 6 
Date of Issue 2012-11-08 (CQ) 

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