A methodological framework for data warehouse design
Proceedings of the 1st ACM international workshop on Data warehousing and OLAP
The Data Warehouse Toolkit: The Complete Guide to Dimensional Modeling
The Data Warehouse Toolkit: The Complete Guide to Dimensional Modeling
Building the Data Warehouse
Applying MDA to the development of data warehouses
Proceedings of the 8th ACM international workshop on Data warehousing and OLAP
Research in data warehouse modeling and design: dead or alive?
DOLAP '06 Proceedings of the 9th ACM international workshop on Data warehousing and OLAP
A UML profile for multidimensional modeling in data warehouses
Data & Knowledge Engineering - Special issue: ER 2003
A set of QVT relations to transform PIM to PSM in the Design of Secure Data Warehouses
ARES '07 Proceedings of the The Second International Conference on Availability, Reliability and Security
An MDA Approach for the Development of Spatial Data Warehouses
DaWaK '08 Proceedings of the 10th international conference on Data Warehousing and Knowledge Discovery
A Modeling Tool for Multidimensional Data using the ADAPT Notation
HICSS '09 Proceedings of the 42nd Hawaii International Conference on System Sciences
Data Warehouse Design: Modern Principles and Methodologies
Data Warehouse Design: Modern Principles and Methodologies
Model-Driven Architecture Approach for Data Warehouse
ICAS '10 Proceedings of the 2010 Sixth International Conference on Autonomic and Autonomous Systems
ICCSA '10 Proceedings of the 2010 International Conference on Computational Science and Its Applications
MDA compliant approach for data mart schemas generation
MEDI'11 Proceedings of the First international conference on Model and data engineering
A data warehouse engineering process
ADVIS'04 Proceedings of the Third international conference on Advances in Information Systems
Applying transformations to model driven data warehouses
DaWaK'06 Proceedings of the 8th international conference on Data Warehousing and Knowledge Discovery
ER'06 Proceedings of the 25th international conference on Conceptual Modeling
ProtOLAP: rapid OLAP prototyping with on-demand data supply
Proceedings of the sixteenth international workshop on Data warehousing and OLAP
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The development of data warehouses (DW) is still complex and costly. In recent years, a growing number of contributions suggested the application of Model-Driven Architecture (MDA) to DW development. However, most of these approaches are not evaluated in practice. Therefore, we conducted an evaluation of the Multidimensional Model-Driven Architecture (MD²A), based on a case study derived from a real-world DW project. The case study results can be summarized as follows: The suggested full-automatic transformation of conceptual schemas is not feasible under all circumstances. Necessary performance optimizations in the logical level cannot be derived from the conceptual. Additionally, we can conclude that the integration of evolution concepts into an MDA approach for DWs is desirable for two reasons: First, when conceptual schemas are changed and transformed into the logical level, previously made manual optimizations have to be conserved. Second, transformations from the logical level to code have to consider the protection of historicized data.