| Presentation | 2010/7/28 Development of middleware for data processing load distribution using cloud computing resource Shiori TOYOSHIMA, Saneyasu YAMAGUCHI, Masato OGUCHI, |
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| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | In recent years, data management and IT cost have become serious problem as the advanced IT society progresses. Cloud computing is introduced in order to save the construction cost of local cluster at each organization. This mechanism is suitable for supplying insufficient CPU power to a computing system. However, data-intensive applications have a totally different feature from CPU-intensive applications. Thus, execution of data-intensive applications making use of cloud computing resources is discussed in this paper. Since a data processing system with better cost/performance ratio is required, we have constructed middleware for load distribution among cloud computing resources and a local cluster. Scalable resource management is achieved by monitoring resource usage of a local cluster and insufficient resources are acquired dynamically from a cloud service. Our middleware allocates injected jobs optimally among the local cluster and commercial cloud service Amazon EC2, based on the result of the I/O disk load conditions. According to the evaluation using a data-intensive benchmark, our middleware has achieved an excellent job allocation, which is close to an ideal case in terms of the cost of the cloud service. |
| Keyword(in Japanese) | (See Japanese page) |
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| Paper # | CPSY2010-23 |
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| Committee | CPSY |
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| Conference Date | 2010/7/28(1days) |
| Place (in Japanese) | (See Japanese page) |
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| 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) | Development of middleware for data processing load distribution using cloud computing resource |
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| 1st Author's Name | Shiori TOYOSHIMA |
| 1st Author's Affiliation | Ochanomizu Univ() |
| 2nd Author's Name | Saneyasu YAMAGUCHI |
| 2nd Author's Affiliation | Kogakuin University |
| 3rd Author's Name | Masato OGUCHI |
| 3rd Author's Affiliation | Ochanomizu Univ |
| Date | 2010/7/28 |
| Paper # | CPSY2010-23 |
| Volume (vol) | vol.110 |
| Number (no) | 167 |
| Page | pp.pp.- |
| #Pages | 6 |
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