| Presentation | 2010-05-13 A datapath classification method for efficient arithmetic pipeline combining on FPGAs Yui OGAWA, Tomonori OOYA, Yasunori OSANA, Masato YOSHIMI, Yuri NISHIKAWA, Akira FUNAHASHI, Noriko HIROI, Hideharu AMANO, Yuichiro SHIBATA, Kiyoshi OGURI, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Resource reduction design techniques also plays an important role to implement large-scale FPGA-based accelerator systems in floating point applications since available resources on FPGAs are limited. This paper proposes a datapath classification method which makes groups of datapaths based on their similarity in order to bring out efficient datapath combining. Aiming at finding effective parameters for our k-means based algorithm, various combinations of parameters are evaluated and compared in terms of performance and resource reduction effects. The experimental results using an FPGA-based biochemical simulator reveal that the datapath clustering that uses information on the maximum common subgraphs achieved 73.3% of resource reduction rate while alleviating the performance degradation. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | pipeline / datapath / FPGA / clustering / common subgraph |
| Paper # | RECONF2010-8 |
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| Conference Information | |
| Committee | RECONF |
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| Conference Date | 2010/5/6(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
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| Paper Information | |
| Registration To | Reconfigurable Systems (RECONF) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | A datapath classification method for efficient arithmetic pipeline combining on FPGAs |
| Sub Title (in English) | |
| Keyword(1) | pipeline |
| Keyword(2) | datapath |
| Keyword(3) | FPGA |
| Keyword(4) | clustering |
| Keyword(5) | common subgraph |
| 1st Author's Name | Yui OGAWA |
| 1st Author's Affiliation | Nagasaki University() |
| 2nd Author's Name | Tomonori OOYA |
| 2nd Author's Affiliation | Nagasaki University |
| 3rd Author's Name | Yasunori OSANA |
| 3rd Author's Affiliation | Seikei University |
| 4th Author's Name | Masato YOSHIMI |
| 4th Author's Affiliation | Doshisha University |
| 5th Author's Name | Yuri NISHIKAWA |
| 5th Author's Affiliation | Keio University |
| 6th Author's Name | Akira FUNAHASHI |
| 6th Author's Affiliation | Keio University |
| 7th Author's Name | Noriko HIROI |
| 7th Author's Affiliation | Keio University |
| 8th Author's Name | Hideharu AMANO |
| 8th Author's Affiliation | Keio University |
| 9th Author's Name | Yuichiro SHIBATA |
| 9th Author's Affiliation | Nagasaki University |
| 10th Author's Name | Kiyoshi OGURI |
| 10th Author's Affiliation | Nagasaki University |
| Date | 2010-05-13 |
| Paper # | RECONF2010-8 |
| Volume (vol) | vol.110 |
| Number (no) | 32 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |