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Paper Abstract and Keywords
Presentation 2011-04-21 10:25
Low-cost Traffic Classification Method for Large-scale ISP
Takayuki Goto, Chikara Sasaki, Atsuo Tachibana, Shigehiro Ano (KDDI R&D Labs.) CQ2011-1
Abstract (in Japanese) (See Japanese page) 
(in English) Quantifying the traffic volume of each protocol is useful for effective traffic engineering and network designing. A straight forward approach for protocol identification is to first capture full traffic and apply DPI (Deep Packet Inspection) technology. However, it is difficult to deploy the dedicated DPI hardware to large ISP networks because the hardware is expensive and should be deployed to multiple measurement points. In this paper, we propose a cost-effective traffic classification method which is composed from packet sampling and flow features-based traffic classification which uses supervised learning.
We verify the effectiveness of our proposed method in an experiment using traffic traces that are publicly available.
Keyword (in Japanese) (See Japanese page) 
(in English) Packet sampling / Traffic classification / Deep packet inspection / / / / /  
Reference Info. IEICE Tech. Rep., vol. 111, no. 11, CQ2011-1, pp. 1-4, April 2011.
Paper # CQ2011-1 
Date of Issue 2011-04-14 (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 CQ2011-1

Conference Information
Committee CQ CS  
Conference Date 2011-04-21 - 2011-04-22 
Place (in Japanese) (See Japanese page) 
Place (in English) Yakushima Environmental Culture Village Center 
Topics (in Japanese) (See Japanese page) 
Topics (in English) Ubiquitous/Broadband Network Quality, Service Quality, Quality Evaluation Model, Reliability and Security, Contents Delivery, etc. 
Paper Information
Registration To CQ 
Conference Code 2011-04-CQ-CS 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Low-cost Traffic Classification Method for Large-scale ISP 
Sub Title (in English)  
Keyword(1) Packet sampling  
Keyword(2) Traffic classification  
Keyword(3) Deep packet inspection  
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1st Author's Name Takayuki Goto  
1st Author's Affiliation KDDI R&D Laboratries Inc. (KDDI R&D Labs.)
2nd Author's Name Chikara Sasaki  
2nd Author's Affiliation KDDI R&D Laboratries Inc. (KDDI R&D Labs.)
3rd Author's Name Atsuo Tachibana  
3rd Author's Affiliation KDDI R&D Laboratries Inc. (KDDI R&D Labs.)
4th Author's Name Shigehiro Ano  
4th Author's Affiliation KDDI R&D Laboratries Inc. (KDDI R&D Labs.)
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Speaker Author-1 
Date Time 2011-04-21 10:25:00 
Presentation Time 25 minutes 
Registration for CQ 
Paper # CQ2011-1 
Volume (vol) vol.111 
Number (no) no.11 
Page pp.1-4 
#Pages
Date of Issue 2011-04-14 (CQ) 


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