| Presentation | 2023-11-11 Streaming Hardware Architecture for Ensemble Kalman Filters Kota Tamada, Yuki Abe, Tetsuya Asai, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | The purpose of this study was to develop a streaming hardware architecture for an ensemble Kalman filter. We investigated what kind of stream processing could be realized for the ensemble Kalman filter architecture and configured the hardware architecture. We also evaluated the improvements in computational speed and memory usage expected from this new architecture. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | ensemble Kalman filter / stream processing |
| Paper # | CCS2023-27 |
| Date of Issue | 2023-11-04 (CCS) |
| Conference Information | |
| Committee | CCS |
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| Conference Date | 2023/11/11(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Toyama Prefectural University |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | CCS, etc. |
| Chair | Masaki Aida(TMU) |
| Vice Chair | Hidehiro Nakano(Tokyo City Univ.) / Atsushi Uchida(Saitama Univ.) |
| Secretary | Hidehiro Nakano(Shibaura Inst. of Tech.) / Atsushi Uchida(Shonan Inst. of Tech.) |
| Assistant | Hiroyuki Yasuda(Univ. of Tokyo) / Miki Kobayashi(Rissho Univ.) / Kazutaka Kanno(Saitama Univ.) / Naoya Fujiwara(Tohoku Univ.) |
| Paper Information | |
| Registration To | Technical Committee on Complex Communication Sciences |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Streaming Hardware Architecture for Ensemble Kalman Filters |
| Sub Title (in English) | |
| Keyword(1) | ensemble Kalman filter |
| Keyword(2) | stream processing |
| 1st Author's Name | Kota Tamada |
| 1st Author's Affiliation | Hokkaido University(Hokkaido Univ.) |
| 2nd Author's Name | Yuki Abe |
| 2nd Author's Affiliation | Hokkaido University(Hokkaido Univ.) |
| 3rd Author's Name | Tetsuya Asai |
| 3rd Author's Affiliation | Hokkaido University(Hokkaido Univ.) |
| Date | 2023-11-11 |
| Paper # | CCS2023-27 |
| Volume (vol) | vol.123 |
| Number (no) | CCS-253 |
| Page | pp.pp.13-18(CCS), |
| #Pages | 6 |
| Date of Issue | 2023-11-04 (CCS) |