A method for modelling and organazing ETL processes

A. Kabiri, D. Chiadmi
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引用次数: 8

Abstract

In Data warehouse (DW) environment, Extraction-Transformation-Loading (ETL) processes constitute the integration layer which aims to pull data from data sources to targets, via a set of transformations. ETL is responsible for the extraction of data, their cleaning, conforming and loading into the target. At the beginning of DW project, one of the most important tasks is to construct conceptual design of ETL processes. Several solutions have been proposed to support ETL designer in this task. Nevertheless few methods have accompanied these proposals. In this paper, we present a method for modeling and organizing ETL processes based on our experience in real world. The proposed approach takes four inputs and produces a conceptual model of ETL processes using a graphical notation of our framework KANTARA.
一种建模和组织ETL过程的方法
在数据仓库(DW)环境中,提取-转换-加载(ETL)过程构成了集成层,其目的是通过一组转换将数据从数据源拉到目标。ETL负责数据的提取、清理、一致性和加载到目标中。在数据仓库项目开始时,最重要的任务之一是构建ETL过程的概念设计。已经提出了几种解决方案来支持ETL设计器完成此任务。然而,伴随这些提议的方法很少。在本文中,我们根据我们在现实世界中的经验,提出了一种建模和组织ETL过程的方法。提出的方法需要四个输入,并使用我们的框架KANTARA的图形符号产生ETL过程的概念模型。
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