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Paper Abstract and Keywords
Presentation 2019-11-29 13:00
Log Template Estimation with Bridged Refinement
Yuya Yamashiro (Univ. Tokyo), Satoru Kobayashi, Kensuke Fukuda (NII), Hiroshi Esaki (Univ. Tokyo) IA2019-45
Abstract (in Japanese) (See Japanese page) 
(in English) For efficiently extracting information from system logs, log templates which regulate the type of output logs are needed because there is no specific rule to describe logs.
Previous studies show two types of log template generation methods: information-driven and data-driven.
However information-driven methods cannot be used for proprietary software and data-driven methods depend in a large part on the quality and quantity of data.
In this work, we discuss the application of Bridged Refinement, one of the learning methods which transfers the source domain knowledge to the target domain, to log template estimation.
Keyword (in Japanese) (See Japanese page) 
(in English) Transfer Learning / System Log / Log Template / Bridged Refinement / Syslog / / /  
Reference Info. IEICE Tech. Rep., vol. 119, no. 318, IA2019-45, pp. 13-18, Nov. 2019.
Paper # IA2019-45 
Date of Issue 2019-11-22 (IA) 
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 IA2019-45

Conference Information
Committee IA  
Conference Date 2019-11-29 - 2019-11-29 
Place (in Japanese) (See Japanese page) 
Place (in English) Tsugaru Densho Kougei-kan 
Topics (in Japanese) (See Japanese page) 
Topics (in English) Student Sessions, etc. (cosponsored by JSPS 163rd Committee on Internet Technology) 
Paper Information
Registration To IA 
Conference Code 2019-11-IA 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Log Template Estimation with Bridged Refinement 
Sub Title (in English)  
Keyword(1) Transfer Learning  
Keyword(2) System Log  
Keyword(3) Log Template  
Keyword(4) Bridged Refinement  
Keyword(5) Syslog  
Keyword(6)  
Keyword(7)  
Keyword(8)  
1st Author's Name Yuya Yamashiro  
1st Author's Affiliation The University of Tokyo (Univ. Tokyo)
2nd Author's Name Satoru Kobayashi  
2nd Author's Affiliation National Institute of Informatics (NII)
3rd Author's Name Kensuke Fukuda  
3rd Author's Affiliation National Institute of Informatics (NII)
4th Author's Name Hiroshi Esaki  
4th Author's Affiliation The University of Tokyo (Univ. Tokyo)
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Speaker Author-1 
Date Time 2019-11-29 13:00:00 
Presentation Time 25 minutes 
Registration for IA 
Paper # IA2019-45 
Volume (vol) vol.119 
Number (no) no.318 
Page pp.13-18 
#Pages 6 
Date of Issue 2019-11-22 (IA) 

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