| Presentation | 2019-05-09 A case study of an FPGA implementation for streaming data filtering Hiroki Nakagawa, Yasutaka TsuTsumi, Morihiro Kuga, Motoki Amagasaki, Masahiro Iida, Toshinori Sueyoshi, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(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) |
| Keyword(in English) | Streaming processing / Data filtering / Database / FPGA |
| Paper # | RECONF2019-8 |
| Date of Issue | 2019-05-02 (RECONF) |
| Conference Information | |
| Committee | RECONF |
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| Conference Date | 2019/5/9(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Tokyo Tech Front |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Reconfigurable system, etc. |
| Chair | Masato Motomura(Tokyo Tech.) |
| Vice Chair | Yuichiro Shibata(Nagasaki Univ.) / Kentaro Sano(RIKEN) |
| Secretary | Yuichiro Shibata(Hiroshima City Univ.) / Kentaro Sano(e-trees.Japan) |
| Assistant | Yuuki Kobayashi(NEC) / Hiroki Nakahara(Tokyo Inst. of Tech.) |
| Paper Information | |
| Registration To | Technical Committee on Reconfigurable Systems |
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| Language | JPN |
| 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 |
| 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.) |
| Date | 2019-05-09 |
| Paper # | RECONF2019-8 |
| Volume (vol) | vol.119 |
| Number (no) | RECONF-18 |
| Page | pp.pp.41-46(RECONF), |
| #Pages | 6 |
| Date of Issue | 2019-05-02 (RECONF) |