Building the Data Warehouse,3rd Edition
Building the Data Warehouse,3rd Edition
Conceptual modeling for ETL processes
Proceedings of the 5th ACM international workshop on Data Warehousing and OLAP
Physical modeling of data warehouses using UML
Proceedings of the 7th ACM international workshop on Data warehousing and OLAP
Mapping conceptual to logical models for ETL processes
Proceedings of the 8th ACM international workshop on Data warehousing and OLAP
Designing ETL processes using semantic web technologies
DOLAP '06 Proceedings of the 9th ACM international workshop on Data warehousing and OLAP
Deciding the physical implementation of ETL workflows
Proceedings of the ACM tenth international workshop on Data warehousing and OLAP
A method for the mapping of conceptual designs to logical blueprints for ETL processes
Decision Support Systems
An MDA approach for the development of data warehouses
Decision Support Systems
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
pygrametl: a powerful programming framework for extract-transform-load programmers
Proceedings of the ACM twelfth international workshop on Data warehousing and OLAP
Principles for an ETL Benchmark
Performance Evaluation and Benchmarking
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)
Ontology-Driven conceptual design of ETL processes using graph transformations
Journal on Data Semantics XIII
DOLAP 2011: overview of the 14th international workshop on data warehousing and olap
Proceedings of the 20th ACM international conference on Information and knowledge management
BPMN-based conceptual modeling of ETL processes
DaWaK'12 Proceedings of the 14th international conference on Data Warehousing and Knowledge Discovery
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
ProtOLAP: rapid OLAP prototyping with on-demand data supply
Proceedings of the sixteenth international workshop on Data warehousing and OLAP
Using REO on ETL conceptual modelling: a first approach
Proceedings of the sixteenth international workshop on Data warehousing and OLAP
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ETL processes are the backbone component of a data warehouse, since they supply the data warehouse with the necessary integrated and reconciled data from heterogeneous and distributed data sources. However, the ETL process development, and particularly its design phase, is still perceived as a time-consuming task. This is mainly due to the fact that ETL processes are typically designed by considering a specific technology from the very beginning of the development process. Thus, it is difficult to share and reuse methodologies and best practices among projects implemented with different technologies. To the best of our knowledge, no attempt has been yet dedicated to harmonize the ETL process development by proposing a common and integrated development strategy. To overcome this drawback, in this paper, a framework for model-driven development of ETL processes is introduced. The benefit of our framework is twofold: (i) using vendor-independent models for a unified design of ETL processes, based on the expressive and well-known standard for modeling business processes, the Business Process Modeling Notation (BPMN), and (ii) automatically transforming these models into the required vendor-specific code to execute the ETL process into a concrete platform.