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| Presentation | 2011-07-26 14:40 P2P Network Traffic Analysis Using Data Mining Engines Tao Ban (NICT), Shanqing Guo (Shandong Univ.), Masashi Eto, Daisuke Inoue, Koji Nakao (NICT)  NC2011-41 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | Characterization of P2P trac is an essential step before developing workload models towards network capacity planning and counterattacking cyberthreats over P2P networks. In this paper, we present a study on applying data mining techniques to characterize File-Sharing P2P (FSP2P) applications. The proposed scheme supports performance tuning between monitoring cost and system response time. And with the feature selection method presented in this paper, it is further improved towards a lightweight and highly reliable network monitoring and analysis system. |
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| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | Application behavior analysis / entropy / feature selection / network monitoring / P2P protocol / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 111, no. 157, NC2011-41, pp. 115-118, July 2011. | |
| Paper # | NC2011-41 | |
| Date of Issue | 2011-07-18 (NC) | |
| 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 | NC2011-41 |
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| Conference Information | |
| Committee | NC |
| Conference Date | 2011-07-25 - 2011-07-26 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Graduate School of Engineering, Kobe University |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Intelligent systems and general |
| Paper Information | |
| Registration To | NC |
| Conference Code | 2011-07-NC |
| Language | English |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | P2P Network Traffic Analysis Using Data Mining Engines |
| Sub Title (in English) | |
| Keyword(1) | Application behavior analysis |
| Keyword(2) | entropy |
| Keyword(3) | feature selection |
| Keyword(4) | network monitoring |
| Keyword(5) | P2P protocol |
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| 1st Author's Name | Tao Ban |
| 1st Author's Affiliation | National Institute of Information and Communications Technology (NICT) |
| 2nd Author's Name | Shanqing Guo |
| 2nd Author's Affiliation | Shandong University (Shandong Univ.) |
| 3rd Author's Name | Masashi Eto |
| 3rd Author's Affiliation | National Institute of Information and Communications Technology (NICT) |
| 4th Author's Name | Daisuke Inoue |
| 4th Author's Affiliation | National Institute of Information and Communications Technology (NICT) |
| 5th Author's Name | Koji Nakao |
| 5th Author's Affiliation | National Institute of Information and Communications Technology (NICT) |
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| Speaker | Author-1 |
| Date Time | 2011-07-26 14:40:00 |
| Presentation Time | 25 minutes |
| Registration for | NC |
| Paper # | NC2011-41 |
| Volume (vol) | vol.111 |
| Number (no) | no.157 |
| Page | pp.115-118 |
| #Pages | 4 |
| Date of Issue | 2011-07-18 (NC) |
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