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| Presentation | 2016-05-19 14:55 * Kasha Yamamoto, Tetsuya Asai, Masato Motomura (Hokkaido Univ.)  RECONF2016-10 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | In recent years, the amount of data to be processed in the data center has increased exprosively. Therefore the data mining to extract knowledge from huge data and stream processing to process the data in real time are attracting attention. But progress of performance of data mining applications remained at about 10-15% a year for the data to increase exponentially. In this study, we focused on the stream mining and perform the high-speed by using FPGA. Frequent itemset mining (FIsM) is one of the basic techniques of data mining and discover the association rules as knowledge from transactional database. We improved the FIsM algorithm proposed in 2014 for the hardware and implemented it. | |
| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | FPGA / data mining / stream processing / Frequent Itemset Mining / / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 116, no. 53, RECONF2016-10, pp. 47-52, May 2016. | |
| Paper # | RECONF2016-10 | |
| Date of Issue | 2016-05-12 (RECONF) | |
| 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 | RECONF2016-10 |
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| Conference Information | |
| Committee | RECONF |
| Conference Date | 2016-05-19 - 2016-05-20 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | FUJITSU LAB. |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Reconfigurable Systems, etc. |
| Paper Information | |
| Registration To | RECONF |
| Conference Code | 2016-05-RECONF |
| Language | Japanese |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | * |
| Sub Title (in English) | |
| Keyword(1) | FPGA |
| Keyword(2) | data mining |
| Keyword(3) | stream processing |
| Keyword(4) | Frequent Itemset Mining |
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| 1st Author's Name | Kasha Yamamoto |
| 1st Author's Affiliation | Hokkaido University (Hokkaido Univ.) |
| 2nd Author's Name | Tetsuya Asai |
| 2nd Author's Affiliation | Hokkaido University (Hokkaido Univ.) |
| 3rd Author's Name | Masato Motomura |
| 3rd Author's Affiliation | Hokkaido University (Hokkaido Univ.) |
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| Speaker | Author-1 |
| Date Time | 2016-05-19 14:55:00 |
| Presentation Time | 20 minutes |
| Registration for | RECONF |
| Paper # | RECONF2016-10 |
| Volume (vol) | vol.116 |
| Number (no) | no.53 |
| Page | pp.47-52 |
| #Pages | 6 |
| Date of Issue | 2016-05-12 (RECONF) |
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