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Paper Abstract and Keywords
Presentation 2019-01-24 15:00
[Invited Talk] An integrated log analysis tools for ICT system management
Masashi Toyama, Shotaro Tora, Machiko Toyoda (NTT) ICM2018-41 LOIS2018-47
Abstract (in Japanese) (See Japanese page) 
(in English) "Lognosis" is an integrated log analysis tools for ICT system management that intend to extract features from text-logs and numeric-logs using data-mining and machine-learning technologies. Though log analytics meets some requirements such as data preparation, easy to format and evaluation, there are many problems from analytics to business implementation. This paper shows analytics functions of Lognosis and how it works for ICT management such as grasp, failure analysis and anomaly detection. We also show business implementation examples for cloud system.
Keyword (in Japanese) (See Japanese page) 
(in English) data mining / machine-learning / log analysis / operation analytics / / / /  
Reference Info. IEICE Tech. Rep., vol. 118, no. 419, ICM2018-41, pp. 33-34, Jan. 2019.
Paper # ICM2018-41 
Date of Issue 2019-01-17 (ICM, LOIS) 
ISSN 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 ICM2018-41 LOIS2018-47

Conference Information
Committee ICM LOIS  
Conference Date 2019-01-24 - 2019-01-25 
Place (in Japanese) (See Japanese page) 
Place (in English)  
Topics (in Japanese) (See Japanese page) 
Topics (in English) Practical Use of Lifelog, Office Information System, Business Management, etc. 
Paper Information
Registration To ICM 
Conference Code 2019-01-ICM-LOIS 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) An integrated log analysis tools for ICT system management 
Sub Title (in English)  
Keyword(1) data mining  
Keyword(2) machine-learning  
Keyword(3) log analysis  
Keyword(4) operation analytics  
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1st Author's Name Masashi Toyama  
1st Author's Affiliation Nippon Telegraph and Telephone Corporation (NTT)
2nd Author's Name Shotaro Tora  
2nd Author's Affiliation Nippon Telegraph and Telephone Corporation (NTT)
3rd Author's Name Machiko Toyoda  
3rd Author's Affiliation Nippon Telegraph and Telephone Corporation (NTT)
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Speaker Author-1 
Date Time 2019-01-24 15:00:00 
Presentation Time 50 minutes 
Registration for ICM 
Paper # ICM2018-41, LOIS2018-47 
Volume (vol) vol.118 
Number (no) no.419(ICM), no.420(LOIS) 
Page pp.33-34 
#Pages 2 
Date of Issue 2019-01-17 (ICM, LOIS) 

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