| Presentation | 2010/7/28 Utilizing GPU nodes for Low-power Data Intensive Computing Yoshiyuki OHNO, Dai KOBAYASHI, Masaki KAN, |
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| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Information-explosion in the real world demands leveraging huge data sets by high speed and adequate energy cost. The objective of our research is realizing Data Intensive Computing System, which manages both high-performance and energy-saving, by utilizing General purpose GPU. We propose strategies of allocating data and task, contolling states of data-computing nodes in distributed system. The evaluation results on a GPU/CPU mixed cluster show the elimination of data I/O competition to control data allocations before task-executions. The results also show that this proposal strategy can increase 1.36x performance and save 20.7% of energy consumption compared with execution on only CPU nodes. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Data-intensive Computing / GPGPU / Energy-saving |
| Paper # | CPSY2010-8 |
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| Conference Information | |
| Committee | CPSY |
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| Conference Date | 2010/7/28(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
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| Registration To | Computer Systems (CPSY) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Utilizing GPU nodes for Low-power Data Intensive Computing |
| Sub Title (in English) | |
| Keyword(1) | Data-intensive Computing |
| Keyword(2) | GPGPU |
| Keyword(3) | Energy-saving |
| 1st Author's Name | Yoshiyuki OHNO |
| 1st Author's Affiliation | System Platforms Research Laboratories, NEC Corporation() |
| 2nd Author's Name | Dai KOBAYASHI |
| 2nd Author's Affiliation | System Platforms Research Laboratories, NEC Corporation |
| 3rd Author's Name | Masaki KAN |
| 3rd Author's Affiliation | System Platforms Research Laboratories, NEC Corporation |
| Date | 2010/7/28 |
| Paper # | CPSY2010-8 |
| Volume (vol) | vol.110 |
| Number (no) | 167 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |