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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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.
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Keyword(in English) traffic analysis / anomaly detection / NMF(Non-negative Matrix Factorization) / Sensor
Paper # IA2013-49
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Committee IA
Conference Date 2013/10/15(1days)
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Registration To Internet Architecture(IA)
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
Date of Issue