Data Vault Modeling is the prevailing form of Ensemble Modeling. Based on the 3 core constructs of Hub (BK), Link (Relationship), and Satellite (Context/History) this method is the basis of over 1000 data models today.
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Ensemble Modeling is modeling optimized for data integration, historization, auditability and incremental build. This makes Ensemble Modeling perfect for the data warehouse.
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Better Data Model is a blog focused on… better data modeling. Specifically taking the time to consider the requirements of your data model and selecting a modeling pattern that best meets those needs.
This topic became a focus following the agile modeling movement and the development of Ensemble Modeling techniques. These modeling forms were created to address agile data warehousing, business intelligence, master data and other data integration related requirements. It became clear that the modeling pattern chosen had a profound impact on the characteristics and performance of the resulting database. Also interesting is how challenging we can find it to accept and embrace new modeling paradigms.