IEICE Technical Committee Submission System
Conference Paper's Information
Online Proceedings
[Sign in]
Tech. Rep. Archives
 Go Top Page Go Previous   [Japanese] / [English] 

Paper Abstract and Keywords
Presentation 2019-03-04 09:00
Fast parallel processing for MapReduce on heterogeneous GPGPU environment
Yusei Takagaki, Naoshi Sakamoto (Tokyo Denki Univ.) IN2018-90
Abstract (in Japanese) (See Japanese page) 
(in English) The performance of GPGPU is rapidly improving. Thus, we often own several GPGPU nodes that has different specification. In this study, we propose a method that fast solves a MapReduce type problem by using heterogenous GPGPU nodes parallelly. This method allocates jobs according to a solver for an integer programming problem yielded by values obtained by measurement. Thus, this optimizes running time so that this absorbs not only different specification between GPGPU nodes but also the property of the network.
Keyword (in Japanese) (See Japanese page) 
(in English) MPI / Multiple GPUs / GPGPU / Heterogeneous computing / MapReduce / NQueens problem / /  
Reference Info. IEICE Tech. Rep., vol. 118, no. 466, IN2018-90, pp. 37-42, March 2019.
Paper # IN2018-90 
Date of Issue 2019-02-25 (IN) 
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 IN2018-90

Conference Information
Committee IN NS  
Conference Date 2019-03-04 - 2019-03-05 
Place (in Japanese) (See Japanese page) 
Place (in English) Okinawa Convention Center 
Topics (in Japanese) (See Japanese page) 
Topics (in English) General 
Paper Information
Registration To IN 
Conference Code 2019-03-IN-NS 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Fast parallel processing for MapReduce on heterogeneous GPGPU environment 
Sub Title (in English)  
Keyword(1) MPI  
Keyword(2) Multiple GPUs  
Keyword(3) GPGPU  
Keyword(4) Heterogeneous computing  
Keyword(5) MapReduce  
Keyword(6) NQueens problem  
Keyword(7)  
Keyword(8)  
1st Author's Name Yusei Takagaki  
1st Author's Affiliation Tokyo Denki University (Tokyo Denki Univ.)
2nd Author's Name Naoshi Sakamoto  
2nd Author's Affiliation Tokyo Denki University (Tokyo Denki Univ.)
3rd Author's Name  
3rd Author's Affiliation ()
4th Author's Name  
4th Author's Affiliation ()
5th Author's Name  
5th Author's Affiliation ()
6th Author's Name  
6th Author's Affiliation ()
7th Author's Name  
7th Author's Affiliation ()
8th Author's Name  
8th Author's Affiliation ()
9th Author's Name  
9th Author's Affiliation ()
10th Author's Name  
10th Author's Affiliation ()
11th Author's Name  
11th Author's Affiliation ()
12th Author's Name  
12th Author's Affiliation ()
13th Author's Name  
13th Author's Affiliation ()
14th Author's Name  
14th Author's Affiliation ()
15th Author's Name  
15th Author's Affiliation ()
16th Author's Name  
16th Author's Affiliation ()
17th Author's Name  
17th Author's Affiliation ()
18th Author's Name  
18th Author's Affiliation ()
19th Author's Name  
19th Author's Affiliation ()
20th Author's Name  
20th Author's Affiliation ()
Speaker Author-1 
Date Time 2019-03-04 09:00:00 
Presentation Time 20 minutes 
Registration for IN 
Paper # IN2018-90 
Volume (vol) vol.118 
Number (no) no.466 
Page pp.37-42 
#Pages
Date of Issue 2019-02-25 (IN) 


[Return to Top Page]

[Return to IEICE Web Page]


The Institute of Electronics, Information and Communication Engineers (IEICE), Japan