| 基于网格的分布式数据挖掘 |
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| 引用本文： | 郭小雪.基于网格的分布式数据挖掘[J].计算机工程与科学,2009,31(10). |
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| 作者姓名： | 郭小雪 |
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| 作者单位： | 茂名学院理学院,广东,茂名,525000 |
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| 基金项目： | 2006佛山市产学研专项资金资助项目，茂名市科技计划项目 |
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| 摘 要： | 针对分布式数据挖掘和网格计算的特点,本文详细分析了目前主流的几种网格体系结构,设计了一种基于开放网格服务架构的Web服务资源框架的分布式数据挖掘整体架构,通过应用描述了它们的具体数据挖掘流程。应用结果验证了该架构在网格环境下进行分布式数据挖掘的可行性和高效性。
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| 关 键 词： | 分布式数据挖掘 网格计算 网格体系结构 Web服务资源框架 服务接口 |
Distributed Data Mining Based on Grids |
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| GUO Xiao-xue.Distributed Data Mining Based on Grids[J].Computer Engineering & Science,2009,31(10). |
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| Authors: | GUO Xiao-xue |
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| Abstract: | According to the features of distributed data mining and grid computing,the current popular grid architectures are discussed and analyzed firstly,and the architecture of distributed data mining based on open grid service architecture and the web service resources framework is designed.The data mining procedure is described specifically.Application results demonstrate that this architecture is feasible and efficient in distributed data mining on the grids. |
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| Keywords: | distributed data mining grid computing grid architecture web service resource framework service interface |
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