| Presentation | 2013-10-22 Application Analysis on Network Traffic from Many Sensors Yoshiaki HORI, Yaokai FENG, Akira NAGATA, Kohei KOTERA, Katsuichi NAKAMURA, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | We discuss an anomaly detection of a computer network in Big data era. The network has to support to deliver network traffic which is sent from many devices such as a large number of sensors and smartphones. The core network in Big data era is required to have a feature of anomaly detection for many devices. We propose a way to create traffic patterns from such kind of devices by using NMF (non-negative matrix factorization). The analysis enable to make clusters with the same traffic behavior and to show their traffic patterns immediately. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | traffic analysis / anomaly detection / NMF(Non-negative Matrix Factorization) / Sensor |
| Paper # | IA2013-49 |
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| Committee | IA |
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| Conference Date | 2013/10/15(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
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| Registration To | Internet Architecture(IA) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Application Analysis on Network Traffic from Many Sensors |
| Sub Title (in English) | |
| Keyword(1) | traffic analysis |
| Keyword(2) | anomaly detection |
| Keyword(3) | NMF(Non-negative Matrix Factorization) |
| Keyword(4) | Sensor |
| 1st Author's Name | Yoshiaki HORI |
| 1st Author's Affiliation | Organization for General Education,Saga University() |
| 2nd Author's Name | Yaokai FENG |
| 2nd Author's Affiliation | Organization for General Education,Saga University:Faculty of ISEE,Kyushu University |
| 3rd Author's Name | Akira NAGATA |
| 3rd Author's Affiliation | Network Application Engineering Laboratories Ltd. |
| 4th Author's Name | Kohei KOTERA |
| 4th Author's Affiliation | Network Application Engineering Laboratories Ltd. |
| 5th Author's Name | Katsuichi NAKAMURA |
| 5th Author's Affiliation | Network Application Engineering Laboratories Ltd. |
| Date | 2013-10-22 |
| Paper # | IA2013-49 |
| Volume (vol) | vol.113 |
| Number (no) | 256 |
| Page | pp.pp.- |
| #Pages | 4 |
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