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Paper Abstract and Keywords
Presentation 2013-11-08 17:25
Performance Fluctuation of Hadoop Jobs in the Clouds
Kento Aida, Omar Abdul-Rahman, Eisaku Sakane, Kazutaka Motoyama (NII) CPSY2013-56
Abstract (in Japanese) (See Japanese page) 
(in English) This paper presents the results of performance evaluation to investigate the fluctuation of application execution time in the clouds. We repeatedly execute Hadoop benchmark programs over three months in the public cloud, Amazon EC2, and the private cloud, the Hokkaido University Academic Cloud. The results indicate that: the performance fluctuation of the Hadoop jobs are relatively small except a few number of irregular jobs, the execution time does not depend on the job start time and the day of the week, and restarting a reduce job significantly increases the execution time of the irregular job.
Keyword (in Japanese) (See Japanese page) 
(in English) cloud computing / performance evaluation / Hadoop / / / / /  
Reference Info. IEICE Tech. Rep., vol. 113, no. 282, CPSY2013-56, pp. 97-102, Nov. 2013.
Paper # CPSY2013-56 
Date of Issue 2013-11-01 (CPSY) 
ISSN Print edition: ISSN 0913-5685  Online edition: ISSN 2432-6380
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 CPSY  
Conference Date 2013-11-08 - 2013-11-08 
Place (in Japanese) (See Japanese page) 
Place (in English)  
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Paper Information
Registration To CPSY 
Conference Code 2013-11-CPSY 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Performance Fluctuation of Hadoop Jobs in the Clouds 
Sub Title (in English)  
Keyword(1) cloud computing  
Keyword(2) performance evaluation  
Keyword(3) Hadoop  
1st Author's Name Kento Aida  
1st Author's Affiliation National Institute of Informatics (NII)
2nd Author's Name Omar Abdul-Rahman  
2nd Author's Affiliation National Institute of Informatics (NII)
3rd Author's Name Eisaku Sakane  
3rd Author's Affiliation National Institute of Informatics (NII)
4th Author's Name Kazutaka Motoyama  
4th Author's Affiliation National Institute of Informatics (NII)
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Speaker Author-1 
Date Time 2013-11-08 17:25:00 
Presentation Time 20 minutes 
Registration for CPSY 
Paper # CPSY2013-56 
Volume (vol) vol.113 
Number (no) no.282 
Page pp.97-102 
Date of Issue 2013-11-01 (CPSY) 

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