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Paper Abstract and Keywords
Presentation 2017-12-21 15:45
Consideration of Parallel Data Processing over an Apache Spark, a large-scale data distributed platform
Kasumi Kato (Ocha Univ.), Atsuko Takefusa (NII), Hidemoto Nakada (AIST), Masato Oguchi (Ocha Univ.) MoNA2017-40
Abstract (in Japanese) (See Japanese page) 
(in English) The Spread of cameras and sensors and cloud technologies enable us to obtain life logs at ordinary homes and transmit the captured data to a cloud for life log analysis. However, the amount of processing for video data analysis in a cloud drastically increases when a very large number of homes send data to the cloud. In this research, we aim to improve the efficiency of distributed video data analysis processing by using the parallel deep learning framework Chainer and the distribution processing platform Apache Spark. In this paper, we construct a Spark cluster and investigate the performance of parallel data processing using Spark varying parameter settings.
Keyword (in Japanese) (See Japanese page) 
(in English) distributed processing / parallel processing / Spark / Chainer / / / /  
Reference Info. IEICE Tech. Rep., vol. 117, no. 371, MoNA2017-40, pp. 65-69, Dec. 2017.
Paper # MoNA2017-40 
Date of Issue 2017-12-14 (MoNA) 
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 MoNA  
Conference Date 2017-12-21 - 2017-12-21 
Place (in Japanese) (See Japanese page) 
Place (in English) Ochanomizu University 
Topics (in Japanese) (See Japanese page) 
Topics (in English) Cloud computing, Big data, Wireless network, etc. 
Paper Information
Registration To MoNA 
Conference Code 2017-12-MoNA 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Consideration of Parallel Data Processing over an Apache Spark, a large-scale data distributed platform 
Sub Title (in English)  
Keyword(1) distributed processing  
Keyword(2) parallel processing  
Keyword(3) Spark  
Keyword(4) Chainer  
1st Author's Name Kasumi Kato  
1st Author's Affiliation Ochanomizu University (Ocha Univ.)
2nd Author's Name Atsuko Takefusa  
2nd Author's Affiliation National Institute of Informatics (NII)
3rd Author's Name Hidemoto Nakada  
3rd Author's Affiliation National Institute of Advanced Industrial Science and Technology (AIST)
4th Author's Name Masato Oguchi  
4th Author's Affiliation Ochanomizu University (Ocha Univ.)
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Date Time 2017-12-21 15:45:00 
Presentation Time 25 
Registration for MoNA 
Paper # MoNA2017-40 
Volume (vol) 117 
Number (no) no.371 
Page pp.65-69 
Date of Issue 2017-12-14 (MoNA) 

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