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Paper Abstract and Keywords
Presentation 2011-03-11 15:20
A study on device identification method in Home Network
Sawako Sato, Ryuji Yanata, Hiroyuki Maeomichi (NTT COMWARE) ICM2010-69
Abstract (in Japanese) (See Japanese page) 
(in English) Trouble shooting of network in homes or small offices, which are not managed rigorously, starts with knowing devices connected to it. To identify diverse devices, this paper proposes (1) a method for identifying device utilizing machine learning method with features extracted exchanged protocols and (2) a method for collecting features of machines as Consumer Generated Media. We evaluated 20 devices and confirmed proposing method identified them properly. We also evaluated contribution of each feature to identification of device.
Keyword (in Japanese) (See Japanese page) 
(in English) Device Identification / Home Network / Machine Learning / Consumer Generated Media (CGM) / / / /  
Reference Info. IEICE Tech. Rep., vol. 110, no. 466, ICM2010-69, pp. 87-92, March 2011.
Paper # ICM2010-69 
Date of Issue 2011-03-03 (ICM) 
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 ICM2010-69

Conference Information
Committee ICM  
Conference Date 2011-03-10 - 2011-03-11 
Place (in Japanese) (See Japanese page) 
Place (in English) Miyakojima Marine Terminal 
Topics (in Japanese) (See Japanese page) 
Topics (in English) Element Management, Management Functionalities, Operations and Management Technologies 
Paper Information
Registration To ICM 
Conference Code 2011-03-ICM 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) A study on device identification method in Home Network 
Sub Title (in English)  
Keyword(1) Device Identification  
Keyword(2) Home Network  
Keyword(3) Machine Learning  
Keyword(4) Consumer Generated Media (CGM)  
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1st Author's Name Sawako Sato  
1st Author's Affiliation NTT COMWARE Corporation (NTT COMWARE)
2nd Author's Name Ryuji Yanata  
2nd Author's Affiliation NTT COMWARE Corporation (NTT COMWARE)
3rd Author's Name Hiroyuki Maeomichi  
3rd Author's Affiliation NTT COMWARE Corporation (NTT COMWARE)
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Speaker Author-1 
Date Time 2011-03-11 15:20:00 
Presentation Time 20 minutes 
Registration for ICM 
Paper # ICM2010-69 
Volume (vol) vol.110 
Number (no) no.466 
Page pp.87-92 
#Pages 6 
Date of Issue 2011-03-03 (ICM) 

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