Research on Parallel Extraction of Frequent Sequence Pattern on a Multi-Core Computer Cluster.
| Project/Area Number |
20700095
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| Research Category |
Grant-in-Aid for Young Scientists (B)
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| Allocation Type | Single-year Grants |
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| Research Field |
Media informatics/Database
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| Research Institution | Hiroshima City University |
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Principal Investigator |
TAMURA Keiichi Hiroshima City University, 情報科学研究科, 講師 (80347616)
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| Project Period (FY) |
2008 – 2009
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| Project Status |
Completed (Fiscal Year 2009)
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| Budget Amount *help |
¥3,510,000 (Direct Cost: ¥2,700,000、Indirect Cost: ¥810,000)
Fiscal Year 2009: ¥1,300,000 (Direct Cost: ¥1,000,000、Indirect Cost: ¥300,000)
Fiscal Year 2008: ¥2,210,000 (Direct Cost: ¥1,700,000、Indirect Cost: ¥510,000)
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| Keywords | 並列処理 / マルチコア / データマイニング / 並列分散処理 |
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| Research Abstract |
This study has developed a novel parallelization model for extraction of frequent sequence pattern on a computer cluster which is constructed by computers with multi-core processors, which is becoming mainstream of CPU. In order to use computer resources efficiently on a multi-core computing cluster, the developed parallelization model has three characteristics, (1) efficient use method of shared resource, (2) efficient coordinated technique between cores and between computers, (3) dynamic load-balancing technique for a multi-core computer cluster. A typical frequent pattern extraction algorithm was made parallel by using this model. The experimental results shows good performance.
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Report
(3 results)
Research Products
(6 results)
