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Paper Abstract and Keywords
Presentation 2013-10-22 15:10
Application Analysis on Network Traffic from Many Sensors
Yoshiaki Hori, Yaokai Feng (Saga Univ.), Akira Nagata, Kohei Kotera, Katsuichi Nakamura (NAL) IA2013-49
Abstract (in Japanese) (See Japanese page) 
(in English) We discuss an anomaly detection of a computer network in Bigdata 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 Bigdata 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) 
(in English) traffic analysis / anomaly detection / NMF(Non-negative Matrix Factorization) / Sensor / / / /  
Reference Info. IEICE Tech. Rep., vol. 113, no. 256, IA2013-49, pp. 37-40, Oct. 2013.
Paper # IA2013-49 
Date of Issue 2013-10-15 (IA) 
ISSN Print edition: ISSN 0913-5685    Online edition: ISSN 2432-6380
Copyright
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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)
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Conference Information
Committee IA  
Conference Date 2013-10-22 - 2013-10-22 
Place (in Japanese) (See Japanese page) 
Place (in English) Takeda Hall, Takeda Bldg. 5F, Hongo Campus, Univ. of Tokyo 
Topics (in Japanese) (See Japanese page) 
Topics (in English) Network R&D Testbed Operation and Utilization, etc. (cosponsored by ADVNET) 
Paper Information
Registration To IA 
Conference Code 2013-10-IA 
Language Japanese 
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  
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1st Author's Name Yoshiaki Hori  
1st Author's Affiliation Saga University (Saga Univ.)
2nd Author's Name Yaokai Feng  
2nd Author's Affiliation Saga University (Saga Univ.)
3rd Author's Name Akira Nagata  
3rd Author's Affiliation Network Application Engineering Laboratories Ltd. (NAL)
4th Author's Name Kohei Kotera  
4th Author's Affiliation Network Application Engineering Laboratories Ltd. (NAL)
5th Author's Name Katsuichi Nakamura  
5th Author's Affiliation Network Application Engineering Laboratories Ltd. (NAL)
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Speaker Author-1 
Date Time 2013-10-22 15:10:00 
Presentation Time 20 minutes 
Registration for IA 
Paper # IA2013-49 
Volume (vol) vol.113 
Number (no) no.256 
Page pp.37-40 
#Pages
Date of Issue 2013-10-15 (IA) 


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