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) |
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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) |
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MPI |
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Multiple GPUs |
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GPGPU |
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Heterogeneous computing |
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MapReduce |
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NQueens problem |
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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.) |
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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 |
6 |
Date of Issue |
2019-02-25 (IN) |
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