Towards a constructive quality model: part 1: software quality modelling, measurement and prediction
Software Engineering Journal
The Data Warehouse Toolkit: The Complete Guide to Dimensional Modeling
The Data Warehouse Toolkit: The Complete Guide to Dimensional Modeling
Data Quality: The Accuracy Dimension
Data Quality: The Accuracy Dimension
Data integration flows for business intelligence
Proceedings of the 12th International Conference on Extending Database Technology: Advances in Database Technology
QoX-driven ETL design: reducing the cost of ETL consulting engagements
Proceedings of the 2009 ACM SIGMOD International Conference on Management of data
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Quality of deliveries is often a major problem in industry data integration projects. The issues stem from the very narrow definition of quality which is often used when ETL systems are delivered using external consulting engagements. In this paper we define a quality-of-experience (QoX) model for near-real time ETL processes loosely based on the quality factors from ISO 25010. We discuss its relevance for each of the 34 ETL subsystems defined by Kimball Group based on the experience of Adastra Corp.