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ETL Standard Processes Modelling A Novel BPMN Approach

机译:ETL标准过程建模一种新型BPMN方法

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ETL systems modelling have been a topic quite explored by researchers in Data Warehousing. However, we believe that there isn't yet a convinced and simply approach that provides the necessary bridges to validate conceptual and logical models and testing them before its real implementation. In this work we explore the use of BPMN for ETL conceptual modelling, presenting an extension to the BPMN 2.0 meta-model and notation to support modelling and visualization of ETL activities. We intend to provide a set of BPMN meta-models especially designed to map standard ETL processes, providing the necessary bridges to translate conceptual models into their correspondent implementation testing correctness and effectiveness of its execution. For this particular work, we specially designed a standard ETL process - Change Data Capture based on log files - to demonstrate the viability and effectiveness of the approach presented.
机译:ETL Systems建模是数据仓库研究人员探索的主题。但是,我们认为,还没有说服力,简单的方法,提供必要的桥梁,以验证概念和逻辑模型并在实际实施之前测试它们。在这项工作中,我们探讨了使用BPMN进行ETL概念建模,向BPMN 2.0 Meta-Model的扩展呈现给支持ETL活动的建模和可视化。我们打算提供一套专门设计用于映射标准ETL流程的BPMN元模型,为必要的桥梁提供必要的桥梁,将概念模型转化为其执行测试的对应力和有效性。对于这种特殊的工作,我们专门设计了一个标准的ETL过程 - 基于日志文件更改数据捕获 - 以展示所呈现的方法的可行性和有效性。

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