Presentation | 1999/7/23 Performance evaluations of load balancing algorithms for mining generalized association rules Takahiko SHINTANI, Masaru KITSUREGAWA, |
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Abstract(in English) | One of the most important problems in data mining is discovery of association rules in large database. We have proposed parallel algorithms and the candidate duplication based load balancing algorithms for mining generalized association rules with classification hierarchy. In this paper, we present the candidate partition based load balancing algorithm and examine the effectiveness of our algorithms on large scale PC cluster which consists of one hundred PCs interconnected by an ATM switch. Performance evaluations show that our load balancing algorithms are effective for handling skew on large scale parallel system. |
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Paper # | DE99-67 |
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Committee | DE |
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Conference Date | 1999/7/23(1days) |
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Registration To | Data Engineering (DE) |
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Language | JPN |
Title (in Japanese) | (See Japanese page) |
Sub Title (in Japanese) | (See Japanese page) |
Title (in English) | Performance evaluations of load balancing algorithms for mining generalized association rules |
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1st Author's Name | Takahiko SHINTANI |
1st Author's Affiliation | Institute of Industrial Science, The University of Tokyo() |
2nd Author's Name | Masaru KITSUREGAWA |
2nd Author's Affiliation | Institute of Industrial Science, The University of Tokyo |
Date | 1999/7/23 |
Paper # | DE99-67 |
Volume (vol) | vol.99 |
Number (no) | 203 |
Page | pp.pp.- |
#Pages | 6 |
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