Conceptual modeling for ETL processes
Proceedings of the 5th ACM international workshop on Data Warehousing and OLAP
Modeling Multidimensional Databases
ICDE '97 Proceedings of the Thirteenth International Conference on Data Engineering
Optimizing ETL Processes in Data Warehouses
ICDE '05 Proceedings of the 21st International Conference on Data Engineering
A generic and customizable framework for the design of ETL scenarios
Information Systems - Special issue: The 15th international conference on advanced information systems engineering (CAiSE 2003)
Applying MDA to the development of data warehouses
Proceedings of the 8th ACM international workshop on Data warehousing and OLAP
A method for the mapping of conceptual designs to logical blueprints for ETL processes
Decision Support Systems
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
Automatic generation of ETL processes from conceptual models
Proceedings of the ACM twelfth international workshop on Data warehousing and OLAP
Defining ETL worfklows using BPMN and BPEL
Proceedings of the ACM twelfth international workshop on Data warehousing and OLAP
Towards formal analysis of artifact-centric business process models
BPM'07 Proceedings of the 5th international conference on Business process management
Designing integration flows using hypercubes
Proceedings of the 14th International Conference on Extending Database Technology
Optimization of analytic data flows for next generation business intelligence applications
TPCTC'11 Proceedings of the Third TPC Technology conference on Topics in Performance Evaluation, Measurement and Characterization
Integrating ETL processes from information requirements
DaWaK'12 Proceedings of the 14th international conference on Data Warehousing and Knowledge Discovery
Requirement-driven creation and deployment of multidimensional and ETL designs
ER'12 Proceedings of the 2012 international conference on Advances in Conceptual Modeling
BPMN patterns for ETL conceptual modelling and validation
ISMIS'12 Proceedings of the 20th international conference on Foundations of Intelligent Systems
A BPMN-Based Design and Maintenance Framework for ETL Processes
International Journal of Data Warehousing and Mining
Using REO on ETL conceptual modelling: a first approach
Proceedings of the sixteenth international workshop on Data warehousing and OLAP
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As Business Intelligence evolves from off-line strategic decision making to on-line operational decision making, the design of the back-end Extract-Transform-Load (ETL) processes is becoming even more complex. Many challenges arise in this new context like their optimization and modeling. In this paper, we focus on the disconnection between the IT-level view of the enterprise presented by ETL processes and the business view of the enterprise required by managers and analysts. We propose the use of business process models for a conceptual view of ETL. We show how to link this conceptual view to existing business processes and how to translate from this conceptual view to a logical ETL view that can be optimized. Thus, we link the ETL processes back to their underlying business processes and so enable not only a business view of the ETL, but also a near real-time view of the entire enterprise.