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) |
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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 |
4 |
Date of Issue |
2011-04-14 (CQ) |
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