Presentation | 1995/12/11 Consideration on Parallelization of Database Mining Tahkahiko SHINTANI, Masaru KITSUREGAWA, |
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Abstract(in Japanese) | (See Japanese page) |
Abstract(in English) | One of the most important problem in database mining is discovery of association rules in large database. Several algorithms have been proposed to solve the mining association rules. However all of them are sequential algorithms. We have to handle large transaction data in database mining. In this paper, we consider the parallel algorithms for mining association rules on a shared-nothing environment. We present three parallel algorithms based on Apriori algorithm. We describe the implementation of these algorithms on a shared-nothing parallel computer Fujitsu AP1000, and the performance evaluation from this implementation. |
Keyword(in Japanese) | (See Japanese page) |
Keyword(in English) | Database Mining / Association Rule / Parallel Algorithm |
Paper # | CPSY95-88,DE95-74 |
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Conference Information | |
Committee | CPSY |
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Conference Date | 1995/12/11(1days) |
Place (in Japanese) | (See Japanese page) |
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Paper Information | |
Registration To | Computer Systems (CPSY) |
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Language | ENG |
Title (in Japanese) | (See Japanese page) |
Sub Title (in Japanese) | (See Japanese page) |
Title (in English) | Consideration on Parallelization of Database Mining |
Sub Title (in English) | |
Keyword(1) | Database Mining |
Keyword(2) | Association Rule |
Keyword(3) | Parallel Algorithm |
1st Author's Name | Tahkahiko SHINTANI |
1st Author's Affiliation | Institute of Industrial Science, University of Tokyo() |
2nd Author's Name | Masaru KITSUREGAWA |
2nd Author's Affiliation | Institute of Industrial Science, University of Tokyo |
Date | 1995/12/11 |
Paper # | CPSY95-88,DE95-74 |
Volume (vol) | vol.95 |
Number (no) | 407 |
Page | pp.pp.- |
#Pages | 6 |
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