Paper Abstract and Keywords |
Presentation |
2015-10-16 11:00
Irregularity Countermeasures in Massively Parallel BigData Processors Marat Zhanikeev (Kyutech) R2015-53 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
The term Massively Parallel BigData Processor names a recent advance in bigdata processing technology which has advanced from the traditional distributed processing represented by Hadoop to modern parallel processing represented by various multicore and manycore architectures. The problem in massively parallel systems is the irregularity which is when a single item -- can be referred to as a blackswan -- incurs much more processing cost than the majority of items. This paper discusses the respective countermeasures divided into (1) distribution and (2) runtime models and optimizations. The differences between multicore and manycore cases is also discussed, where the latter is represented by the currently default design with tiles and n-neighbor switching. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
bigdata processors / massively multicore / bigdata replay / parallel processing / manycore processing / tile switching / / |
Reference Info. |
IEICE Tech. Rep., vol. 115, no. 254, R2015-53, pp. 7-14, Oct. 2015. |
Paper # |
R2015-53 |
Date of Issue |
2015-10-09 (R) |
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) |
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R2015-53 |
Conference Information |
Committee |
R |
Conference Date |
2015-10-16 - 2015-10-16 |
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(See Japanese page) |
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Paper Information |
Registration To |
R |
Conference Code |
2015-10-R |
Language |
English |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
Irregularity Countermeasures in Massively Parallel BigData Processors |
Sub Title (in English) |
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Keyword(1) |
bigdata processors |
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massively multicore |
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bigdata replay |
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parallel processing |
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manycore processing |
Keyword(6) |
tile switching |
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1st Author's Name |
Marat Zhanikeev |
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Kyushu Institute of Technology (Kyutech) |
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Speaker |
Author-1 |
Date Time |
2015-10-16 11:00:00 |
Presentation Time |
25 minutes |
Registration for |
R |
Paper # |
R2015-53 |
Volume (vol) |
vol.115 |
Number (no) |
no.254 |
Page |
pp.7-14 |
#Pages |
8 |
Date of Issue |
2015-10-09 (R) |