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Paper Abstract and Keywords
Presentation 2012-03-03 09:00
An Implementation and Evaluation of MapReduce Framework with Thread Virtualization Environment for Cell Broadband Engine Clusters
Masahiro Yamada, Tetsuya Nakahama (Keio Univ.), Masato Yoshimi (Doshisha Univ.), Hideharu Amano (Keio Univ.) CPSY2011-87 DC2011-91
Abstract (in Japanese) (See Japanese page) 
(in English) Recently heterogeneous multi-core processors such as
Cell Broadband Engine(Cell/B.E.) are introduced into cluster systems.
In a case of introducing such processors,
programmers have to write both inter-computer
and inter-core communication statements.
In this report,
we implemented Thread Virtualization Environment(TVE)
and MapReduce framework with TVE.
TVE hides inter-computer communication from programmers.
MapReduce hides inter-computer and inter-core communication from programmers.
MapReduce with TVE can reduce the amount of programs by about 33\% than
a conventional MapReduce framework for Cell/B.E. clusters.
We found that less communication-intensive program is able to be
scaled depending on the number of computers,
but communication-intensive program is hard to
avoid increase of the execution time.
Keyword (in Japanese) (See Japanese page) 
(in English) Cell Broadband Engine / MapReduce / PlayStation3 / cluster / framework / / /  
Reference Info. IEICE Tech. Rep., vol. 111, no. 461, CPSY2011-87, pp. 169-174, March 2012.
Paper # CPSY2011-87 
Date of Issue 2012-02-24 (CPSY, DC) 
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 CPSY2011-87 DC2011-91

Conference Information
Committee CPSY DC IPSJ-SLDM IPSJ-EMB  
Conference Date 2012-03-02 - 2012-03-03 
Place (in Japanese) (See Japanese page) 
Place (in English)  
Topics (in Japanese) (See Japanese page) 
Topics (in English)  
Paper Information
Registration To CPSY 
Conference Code 2012-03-CPSY-DC-SLDM-EMB 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) An Implementation and Evaluation of MapReduce Framework with Thread Virtualization Environment for Cell Broadband Engine Clusters 
Sub Title (in English)  
Keyword(1) Cell Broadband Engine  
Keyword(2) MapReduce  
Keyword(3) PlayStation3  
Keyword(4) cluster  
Keyword(5) framework  
Keyword(6)  
Keyword(7)  
Keyword(8)  
1st Author's Name Masahiro Yamada  
1st Author's Affiliation Keio University (Keio Univ.)
2nd Author's Name Tetsuya Nakahama  
2nd Author's Affiliation Keio University (Keio Univ.)
3rd Author's Name Masato Yoshimi  
3rd Author's Affiliation Doshisha University (Doshisha Univ.)
4th Author's Name Hideharu Amano  
4th Author's Affiliation Keio University (Keio Univ.)
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Speaker Author-1 
Date Time 2012-03-03 09:00:00 
Presentation Time 30 minutes 
Registration for CPSY 
Paper # CPSY2011-87, DC2011-91 
Volume (vol) vol.111 
Number (no) no.461(CPSY), no.462(DC) 
Page pp.169-174 
#Pages 6 
Date of Issue 2012-02-24 (CPSY, DC) 

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