| 基于工作流的分布式数据仓库模型的研究 |
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| 引用本文： | 李玥,杨成全.基于工作流的分布式数据仓库模型的研究[J].雁北师范学院学报,2011,27(3). |
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| 作者姓名： | 李玥 杨成全 |
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| 作者单位： | 山西大同大学物理与电子科学学院,山西大同,037009 |
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| 摘 要： | 通过对数据仓库和分布式数据仓库体系构架的分析,得出当前分布式数据仓库存在的缺点：不能进行灵活的定制,易用性差。分布式数据仓库为了保持全局数据仓库和局部数据仓库的数据一致性,需购买大量昂贵的存储设备来保存两份相同的数据。针对这些缺点,提出了一种基于工作流的分布式数据仓库模型,模型的整体结构基于SOA面向服务的体系结构、分布式。引入了工作流技术来实现灵活定制数据提取需求、分析挖掘需求及结果可视化的需求,并将这些功能封装成整体模型中的业务流程服务。在业务流程服务模型部分提出了数据仓库业务流程执行语言、业务流程的可达性验证算法和优化算法。
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| 关 键 词： | 数据挖掘 SOA 工作流 分布式数据仓库 |
A Study of Workflow-based Distributed Warehouse Model |
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| LI Yue,YANG Cheng-quan.A Study of Workflow-based Distributed Warehouse Model[J].Journal of Yanbei Teachers College,2011,27(3). |
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| Authors: | LI Yue YANG Cheng-quan |
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| Institution: | LI Yue,YANG Cheng-quan(School of Physics and Electronic Science,Shanxi Datong University,Datong Shanxi,037009) |
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| Abstract: | Based on the architecture of the data warehouse and distributed datawarehouse system of the analysis,here are the current shortcomings： not flexible customization,poor use for users,having to purchase large and expensive storage device to store the same data in duplicate in order to maintain data consistency between global and local data warehouse.In response to these drawbacks,this paper presents a workflow-based distributed data warehouse model,the odel＇s overall structure is based on service-oriented architecture SOA,distributed.In the part of the Business Process Service＇s model,it proposed Business Process Execution Language for Warehouse,accessibility validation algorithm and optimization algorithm. |
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| Keywords: | data mining SOA workflow distributed warehouse |
| 本文献已被 CNKI 万方数据 等数据库收录！ |
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