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| Presentation | 2019-05-09 16:35 A case study of an FPGA implementation for streaming data filtering Hiroki Nakagawa, Yasutaka TsuTsumi, Morihiro Kuga, Motoki Amagasaki, Masahiro Iida, Toshinori Sueyoshi (Kumamoto Univ.)  RECONF2019-8 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | With the spread of IoT (Internet of Things) equipment in recent years, collection of big data becomes easy, and the demand for data analysis is increasing. However, when analyzing data with a processor, computation speed and power consumption become a problem. Therefore, in this research, the database processing speed is improved using FPGA. We design a circuit for data filtering processing to extract data satisfying the conditions from database and evaluate the performance and circuit area of our accelerator. The result shows that the throughput is improved from 43.14 to 59.02 times faster than software processing on 1,000MB data size. | |
| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | Streaming processing / Data filtering / Database / FPGA / / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 119, no. 18, RECONF2019-8, pp. 41-46, May 2019. | |
| Paper # | RECONF2019-8 | |
| Date of Issue | 2019-05-02 (RECONF) | |
| 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) | |
| Notes on Review | This article is a technical report without peer review, and its polished version will be published elsewhere. | |
| Download PDF | RECONF2019-8 |
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| Conference Information | |
| Committee | RECONF |
| Conference Date | 2019-05-09 - 2019-05-10 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Tokyo Tech Front |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Reconfigurable system, etc. |
| Paper Information | |
| Registration To | RECONF |
| Conference Code | 2019-05-RECONF |
| Language | Japanese |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | A case study of an FPGA implementation for streaming data filtering |
| Sub Title (in English) | |
| Keyword(1) | Streaming processing |
| Keyword(2) | Data filtering |
| Keyword(3) | Database |
| Keyword(4) | FPGA |
| Keyword(5) | |
| Keyword(6) | |
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| Keyword(8) | |
| 1st Author's Name | Hiroki Nakagawa |
| 1st Author's Affiliation | Kumamoto University (Kumamoto Univ.) |
| 2nd Author's Name | Yasutaka TsuTsumi |
| 2nd Author's Affiliation | Kumamoto University (Kumamoto Univ.) |
| 3rd Author's Name | Morihiro Kuga |
| 3rd Author's Affiliation | Kumamoto University (Kumamoto Univ.) |
| 4th Author's Name | Motoki Amagasaki |
| 4th Author's Affiliation | Kumamoto University (Kumamoto Univ.) |
| 5th Author's Name | Masahiro Iida |
| 5th Author's Affiliation | Kumamoto University (Kumamoto Univ.) |
| 6th Author's Name | Toshinori Sueyoshi |
| 6th Author's Affiliation | Kumamoto University (Kumamoto Univ.) |
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| Speaker | Author-3 |
| Date Time | 2019-05-09 16:35:00 |
| Presentation Time | 25 minutes |
| Registration for | RECONF |
| Paper # | RECONF2019-8 |
| Volume (vol) | vol.119 |
| Number (no) | no.18 |
| Page | pp.41-46 |
| #Pages | 6 |
| Date of Issue | 2019-05-02 (RECONF) |
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