| Presentation | 2011-07-26 P2P Network Traffic Analysis Using Data Mining Engines Tao BAN, Shanqing GUO, Mahashi ETO, Daisuke INOUE, Koji NAKAO, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Characterization of P2P traffic 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. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Application behavior analysis / entropy / feature selection / network monitoring / P2P protocol |
| Paper # | NC2011-41 |
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| Committee | NC |
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| Conference Date | 2011/7/18(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
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| Paper Information | |
| Registration To | Neurocomputing (NC) |
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| Language | ENG |
| 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 |
| 1st Author's Name | Tao BAN |
| 1st Author's Affiliation | National Institute of Information and Communications Technology() |
| 2nd Author's Name | Shanqing GUO |
| 2nd Author's Affiliation | Shandong University |
| 3rd Author's Name | Mahashi ETO |
| 3rd Author's Affiliation | National Institute of Information and Communications Technology |
| 4th Author's Name | Daisuke INOUE |
| 4th Author's Affiliation | National Institute of Information and Communications Technology |
| 5th Author's Name | Koji NAKAO |
| 5th Author's Affiliation | National Institute of Information and Communications Technology |
| Date | 2011-07-26 |
| Paper # | NC2011-41 |
| Volume (vol) | vol.111 |
| Number (no) | 157 |
| Page | pp.pp.- |
| #Pages | 4 |
| Date of Issue | |