基于UML概要文件的ETL元模型设计

Xudong Song, Xiaolan Yan, Liguo Yang
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引用次数: 8

摘要

数据仓库在企业决策过程中扮演着重要的角色,作为数据仓库体系结构的关键组成部分,支持数据提取、转换、加载(ETL, Extract \ transformation \ Load)的工具是任何数据仓库项目成功的关键因素。传统的ETL开发方法难以满足企业的决策需求。针对这些问题,本文提出了一种基于数据仓库集成建模框架的ETL元模型设计方法,该方法代替了传统数据仓库中ETL的建模,使ETL的设计可以在数据仓库项目的早期阶段进行具体化。实现了ETL与概念级设计的数据仓库的无缝集成,减少了开发时间和成本。最后,通过模型的实际应用证明了该方法的可用性和有效性。
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Design ETL Metamodel Based on UML Profile
Data Warehouse plays an important part in the process of decision-making for Enterprise, as a key component of the data warehouse architecture, the tool that support data extraction, transformation, loading(ETL, Extract \ Transformation \ Load) is a critical success factor for any data warehouse projects. Traditional methods of ETL development are difficulty to meet the Enterprise decision-making needs. To deal with these problems, we put forward a method of designing the ETL meta-model based on an integrated modeling framework of DW, which takes place of ETL modeling in the special data warehouse, and the design of ETL can be specified in the early stages of a DW project. It achieved the seamless Integration between ETL and data warehouse designed on conceptual level, reduced the development time and cost. Finally, we prove our approach usability and efficiency by practical application of this model.
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