| 一个基于高性能机群系统的并行数据挖掘平台模型 |
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| 引用本文： | 吴绍春,吴耿锋,蔚赵春. 一个基于高性能机群系统的并行数据挖掘平台模型[J]. 计算机工程与应用, 2004, 40(13): 192-194,232 |
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| 作者姓名： | 吴绍春 吴耿锋 蔚赵春 |
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| 作者单位： | 上海大学计算机学院,上海,200072;上海大学计算机学院,上海,200072;上海大学计算机学院,上海,200072 |
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| 基金项目： | 目:上海市科委重点基础研究项目(编号:01JC14022)，上海市教委重点研究项目(编号:205153)资助 |
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| 摘 要： | 基于高性能机群系统建立并行数据挖掘平台,能够有效地提高数据挖掘算法的执行效率,提高对大量数据信息的处理能力,而且可以减少系统开发、升级及维护的费用,提高系统可伸缩性。文章从机群系统的特性出发,论述了基于高性能机群系统建立并行数据挖掘平台的目标、方法和实现技术,给出了一个合理可行的平台模型。
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| 关 键 词： | 数据挖掘 机群系统 并行计算 数据分布 自强2000 |
| 文章编号： | 1002-8331-(2004)13-0192-03 |
A Platform Model of Parallel Data Mining Based on Cluster |
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| Wu Shaochun Wu Gengfeng Yu Zhaochun. A Platform Model of Parallel Data Mining Based on Cluster[J]. Computer Engineering and Applications, 2004, 40(13): 192-194,232 |
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| Authors: | Wu Shaochun Wu Gengfeng Yu Zhaochun |
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| Abstract: | This paper presents a parallel data mining platform based on high performance cluster,which can not only improve executive efficiency of the data mining algorithms ,and enhance the capability of processing large quantity of data;but also decrease the cost of development ,upgrade and maintenance,and improve the scalability of the system.This paper proceeds from the features of cluster system,and it covers the goal,methodology and implementation technology of establishing the parallel data mining platform based on cluster system.At last we provide a reasonable and feasible platform model. |
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| Keywords: | data mining cluster system parallel computing data distribution ZiQiang2000 |
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