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 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 |
IA2013-49 |
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) |
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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 |
4 |
Date of Issue |
2013-10-15 (IA) |