Towards a Framework for Conceptual Modeling of ETL Processes

被引:0
|
作者
Kabiri, Ahmed [1 ]
Wadjinny, Faouzia [1 ]
Chiadmi, Dalila [1 ]
机构
[1] Mohammed Vth Univ Agdal, Mohammadia Engn Sch, Dept Comp Sci, Rabat, Morocco
来源
关键词
Data warehouse; Extract-Transform-Load (ETL); Conceptual modeling of ETL;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Data warehousing involves many moves of data from several sources into a central repository. Extraction-Transformations-Loading (ETL) processes are responsible for the extraction of data, their cleaning, conforming and loading into the target. It is widely recognized that building ETL processes, in a data warehouse project, are expensive regarding time and money. During the building phase, the most important and complex task is to achieve conceptual modeling of ETL processes. Several solutions have been proposed for this issue. In this paper, we present our approach, which is based on a framework for modeling ETL processes. Comparing with existent solutions, our approach has numerous strengths. Besides extensibility and reusability, it offers support and guideline to the designer. It has also the advantage to use a shorten notation, to design an ETL. consisting mainly on three components.
引用
收藏
页码:146 / 160
页数:15
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