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| Presentation | 2012-01-27 10:40 Adaptive Pattern Analysis of Network Traffic using Time Series Compressibility Ushio Ozeki, Toshinori Watanabe, Hisashi Koga (UEC)  IN2011-128 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | Although the Internet continues to innovate by bringing brand-new applications without a break, the network management has become more challenging task because the tough new problems also appear according to the innovation. Therefore we propose a novel method which performs the adaptive analysis of the multi-dimensional pattern of network traffic time series. The proposed method can classify aggregate traffic automatically without a priori modeling by a label series pattern classification based on the compressibility of the label sequences. The proposed technique enables the automatic separation of traffic from contracts or assumptions and realizes the isolation of unknown traffic almost without human intervention. | |
| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | Network monitoring / Traffic analysis / Traffic classification / Data mining / Compressibility / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 111, no. 409, IN2011-128, pp. 47-52, Jan. 2012. | |
| Paper # | IN2011-128 | |
| Date of Issue | 2012-01-19 (IN) | |
| 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 | IN2011-128 |
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| Conference Information | |
| Committee | IN |
| Conference Date | 2012-01-26 - 2012-01-27 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Asahikawa-Terminal-Hotel |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | overlay networks, P2P networks, autonomous distributed networks, etc |
| Paper Information | |
| Registration To | IN |
| Conference Code | 2012-01-IN |
| Language | Japanese |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Adaptive Pattern Analysis of Network Traffic using Time Series Compressibility |
| Sub Title (in English) | |
| Keyword(1) | Network monitoring |
| Keyword(2) | Traffic analysis |
| Keyword(3) | Traffic classification |
| Keyword(4) | Data mining |
| Keyword(5) | Compressibility |
| Keyword(6) | |
| Keyword(7) | |
| Keyword(8) | |
| 1st Author's Name | Ushio Ozeki |
| 1st Author's Affiliation | The University of Electro-Communications (UEC) |
| 2nd Author's Name | Toshinori Watanabe |
| 2nd Author's Affiliation | The University of Electro-Communications (UEC) |
| 3rd Author's Name | Hisashi Koga |
| 3rd Author's Affiliation | The University of Electro-Communications (UEC) |
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| Speaker | Author-1 |
| Date Time | 2012-01-27 10:40:00 |
| Presentation Time | 25 minutes |
| Registration for | IN |
| Paper # | IN2011-128 |
| Volume (vol) | vol.111 |
| Number (no) | no.409 |
| Page | pp.47-52 |
| #Pages | 6 |
| Date of Issue | 2012-01-19 (IN) |
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