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| Presentation | 2012-03-09 11:20 Visualizing Scale Free Networks for the Analysis of P2P Network Traffic Data Kai Sasaki, Hsiang-Yun Hu, Masahiro Yoshida (Tokyo Univ.), Hiroko Nakamura Miyamura (JAEA), Satoshi Ohzahata (UEC Univ.), Akihiro Nakao, Shigeo Takahashi (Tokyo Univ.)  NS2011-223 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | This report presents a method for visualizing scale-free networks including P2P networks as an typical example. Visualizing large-scale and complicated networks such as social networks has recently been very popular while conventional network visualization techniques cannot allow us to understand the topological structure of the scale-free networks. This is because the vertex degrees vary at an exponential rate in the scale-free network and thus special attention should be given when visualizing the network connectivity and analyzing the network traffic there. In this report, we employ the hierarchical representation of the scale-free network by referring to their vertex degrees, so that we can clearly visualize the topological structure of the network in 3D space and retrieve the traffic paths over the network. We also applied the proposed method to BitTorrent traffic data in order to demonstrate that we can effectively visualize communication paths between a pair of peers over the scale-free network. | |
| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | Network visualization / P2P / Scale-free network / / / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 111, no. 468, NS2011-223, pp. 249-254, March 2012. | |
| Paper # | NS2011-223 | |
| Date of Issue | 2012-03-01 (NS) | |
| 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 | NS2011-223 |
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| Conference Information | |
| Committee | NS IN |
| Conference Date | 2012-03-08 - 2012-03-09 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Miyazaki Seagia |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | General |
| Paper Information | |
| Registration To | NS |
| Conference Code | 2012-03-NS-IN |
| Language | Japanese |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Visualizing Scale Free Networks for the Analysis of P2P Network Traffic Data |
| Sub Title (in English) | |
| Keyword(1) | Network visualization |
| Keyword(2) | P2P |
| Keyword(3) | Scale-free network |
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| 1st Author's Name | Kai Sasaki |
| 1st Author's Affiliation | Tokyo University (Tokyo Univ.) |
| 2nd Author's Name | Hsiang-Yun Hu |
| 2nd Author's Affiliation | The University of Tokyo (Tokyo Univ.) |
| 3rd Author's Name | Masahiro Yoshida |
| 3rd Author's Affiliation | The University of Tokyo (Tokyo Univ.) |
| 4th Author's Name | Hiroko Nakamura Miyamura |
| 4th Author's Affiliation | Japan Atomic Energy Agency (JAEA) |
| 5th Author's Name | Satoshi Ohzahata |
| 5th Author's Affiliation | The University of Electro Comminucations (UEC Univ.) |
| 6th Author's Name | Akihiro Nakao |
| 6th Author's Affiliation | The University of Tokyo (Tokyo Univ.) |
| 7th Author's Name | Shigeo Takahashi |
| 7th Author's Affiliation | The University of Tokyo (Tokyo Univ.) |
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| Speaker | Author-1 |
| Date Time | 2012-03-09 11:20:00 |
| Presentation Time | 20 minutes |
| Registration for | NS |
| Paper # | NS2011-223 |
| Volume (vol) | vol.111 |
| Number (no) | no.468 |
| Page | pp.249-254 |
| #Pages | 6 |
| Date of Issue | 2012-03-01 (NS) |
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