Presentation | 1997/12/2 Parallel Data Mining System Architecture K. Matsumoto, K. Maeda, Y. Yaginuma, M. Ikesaka, J. Hagiwara, H. Onda, |
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Abstract(in Japanese) | (See Japanese page) |
Abstract(in English) | Due to the growth of the information society and the dropping prices of data storage, companies are beginning to accumulate huge amounts of business data. This has attracted a lot of attention to the research and development of data mining, a technology for selecting useful knowledge from all data to determine company strategy. In data mining, it is important to provide a variety of analysis methods to enable users to choose one or more that best suit the purpose of their analysis and the nature of the data, and also to accelerate the analysis of huge amounts of data via parallel processing. In this paper, we describe a parallel data mining system architecture. First, we summarize the functions required by data mining systems and specify which components need to be accelerated by parallelization. Next, we emply a Memory-Based Reasoning analysis engine and explain the algorithm, the parallelization method, and the parallel performance. |
Keyword(in Japanese) | (See Japanese page) |
Keyword(in English) | data mining / parallel computer / Memory-Based Reasoning |
Paper # | AI97-39 |
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Conference Information | |
Committee | AI |
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Conference Date | 1997/12/2(1days) |
Place (in Japanese) | (See Japanese page) |
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Topics (in Japanese) | (See Japanese page) |
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Paper Information | |
Registration To | Artificial Intelligence and Knowledge-Based Processing (AI) |
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Language | JPN |
Title (in Japanese) | (See Japanese page) |
Sub Title (in Japanese) | (See Japanese page) |
Title (in English) | Parallel Data Mining System Architecture |
Sub Title (in English) | |
Keyword(1) | data mining |
Keyword(2) | parallel computer |
Keyword(3) | Memory-Based Reasoning |
1st Author's Name | K. Matsumoto |
1st Author's Affiliation | Fujitsti Laboratories Ltd.() |
2nd Author's Name | K. Maeda |
2nd Author's Affiliation | Fujitsu Laboratories Ltd. |
3rd Author's Name | Y. Yaginuma |
3rd Author's Affiliation | Fujitsu Laboratories Ltd. |
4th Author's Name | M. Ikesaka |
4th Author's Affiliation | Fujitsu Laboratories Ltd. |
5th Author's Name | J. Hagiwara |
5th Author's Affiliation | FUJITSU LIMITED |
6th Author's Name | H. Onda |
6th Author's Affiliation | FUJITSU LIMITED |
Date | 1997/12/2 |
Paper # | AI97-39 |
Volume (vol) | vol.97 |
Number (no) | 415 |
Page | pp.pp.- |
#Pages | 6 |
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