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| Presentation | 2011-10-21 15:15 An Evaluation of a Mapreduce System SSS Using a Real-World Application Hidemoto Nakada, Hirotaka Ogawa, Tomohiro Kudoh (AIST)  CPSY2011-35 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | We have been implementing a MapReduce system called SSS aiming at highspeed and highly capable MapReduce framework. SSS is implemented on distributed Key-Value store and allocate computation based on Owner Compute model. So far, we have evaluated SSS using synthetic benchmarks and application core benchmark and confirmed that it is fater than Hadoop for most situations, but the performance for real-world applications are not proven. In this paper, we evaluated SSS using a real-world application to mine sequential patterns from large dataset using PrefixSpan method. The results showed that SSS outperforms Hadoop in general and SSS still has room to improve performance by adding worker nodes while Hadoop does not have. | |
| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | MapReduce / Distributed Parallel Execution / Sequential Pattern Mining / / / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 111, no. 255, CPSY2011-35, pp. 55-60, Oct. 2011. | |
| Paper # | CPSY2011-35 | |
| Date of Issue | 2011-10-14 (CPSY) | |
| 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 | CPSY2011-35 |
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| Conference Information | |
| Committee | CPSY |
| Conference Date | 2011-10-21 - 2011-10-21 |
| 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 | 2011-10-CPSY |
| Language | Japanese |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | An Evaluation of a Mapreduce System SSS Using a Real-World Application |
| Sub Title (in English) | |
| Keyword(1) | MapReduce |
| Keyword(2) | Distributed Parallel Execution |
| Keyword(3) | Sequential Pattern Mining |
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| Keyword(8) | |
| 1st Author's Name | Hidemoto Nakada |
| 1st Author's Affiliation | National Institute of Advanced Industrial Science and Technology (AIST) |
| 2nd Author's Name | Hirotaka Ogawa |
| 2nd Author's Affiliation | National Institute of Advanced Industrial Science and Technology (AIST) |
| 3rd Author's Name | Tomohiro Kudoh |
| 3rd Author's Affiliation | National Institute of Advanced Industrial Science and Technology (AIST) |
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| Speaker | Author-1 |
| Date Time | 2011-10-21 15:15:00 |
| Presentation Time | 20 minutes |
| Registration for | CPSY |
| Paper # | CPSY2011-35 |
| Volume (vol) | vol.111 |
| Number (no) | no.255 |
| Page | pp.55-60 |
| #Pages | 6 |
| Date of Issue | 2011-10-14 (CPSY) |
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