An Ontology for Describing ETL Patterns Behavior

被引:6
作者
Oliveira, Bruno [1 ]
Belo, Orlando [2 ]
机构
[1] Porto Polytech, Sch Management & Technol, CIICESI, Felgueiras, Portugal
[2] Univ Minho, ALGORITMI R&D Ctr, Campus Gualtar, P-4710057 Braga, Portugal
来源
DATA: PROCEEDINGS OF THE 5TH INTERNATIONAL CONFERENCE ON DATA MANAGEMENT TECHNOLOGIES AND APPLICATIONS | 2016年
关键词
Data Warehousing Systems; ETL Conceptual Modeling; ETL Patterns; Domain Specific Language; Ontologies; PL4ETL; ETL Skeletons;
D O I
10.5220/0005974001020109
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The use of software patterns is a common practice in software design, providing reusable solutions for recurring problems. Patterns represent a general skeleton used to solve common problems, providing a way to share regular practices and reduce the resources needed for implementing software systems. Data warehousing populating processes are a very particular type of software used to migrate data from one or more data sources to a specific data schema used to support decision support activities. The quality of such processes should be guarantee. Otherwise, the final system will deal with data inconsistencies and errors, compromising its suitability to support strategic business decisions. To minimize such problems, we propose a pattern-oriented approach to support ETL lifecycle, from conceptual representation to its execution primitives using a specific commercial tool. An ontology-based meta model it was designed and used for describing patterns internal specification and providing the means to support and enable its configuration and instantiation using a domain specific language.
引用
收藏
页码:102 / 109
页数:8
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