Fundamental techniques for order optimization
SIGMOD '96 Proceedings of the 1996 ACM SIGMOD international conference on Management of data
Optimization techniques for queries with expensive methods
ACM Transactions on Database Systems (TODS)
Access path selection in a relational database management system
SIGMOD '79 Proceedings of the 1979 ACM SIGMOD international conference on Management of data
An Efficient Framework for Order Optimization
ICDE '04 Proceedings of the 20th International Conference on Data Engineering
Optimizing ETL Processes in Data Warehouses
ICDE '05 Proceedings of the 21st International Conference on Data Engineering
State-Space Optimization of ETL Workflows
IEEE Transactions on Knowledge and Data Engineering
Avoiding sorting and grouping in processing queries
VLDB '03 Proceedings of the 29th international conference on Very large data bases - Volume 29
Data integration flows for business intelligence
Proceedings of the 12th International Conference on Extending Database Technology: Advances in Database Technology
Automating the loading of business process data warehouses
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
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
Cardinality estimation in ETL processes
Proceedings of the ACM twelfth international workshop on Data warehousing and OLAP
Scalable performance of system S for extract-transform-load processing
Proceedings of the 3rd Annual Haifa Experimental Systems Conference
Easy and effective parallel programmable ETL
Proceedings of the ACM 14th international workshop on Data Warehousing and OLAP
A model-driven framework for ETL process development
Proceedings of the ACM 14th international workshop on Data Warehousing and OLAP
E-ETL: framework for managing evolving etl processes
Proceedings of the 4th workshop on Workshop for Ph.D. students in information & knowledge management
ACM SIGSOFT Software Engineering Notes
Scheduling strategies for efficient ETL execution
Information Systems
A BPMN-Based Design and Maintenance Framework for ETL Processes
International Journal of Data Warehousing and Mining
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In this paper, we deal with the problem of determining the best possible physical implementation of an ETL workflow, given its logical-level description and an appropriate cost model as inputs. We formulate the problem as a state-space problem and provide a suitable solution for this task. We further extend this technique by intentionally introducing sorter activities in the workflow in order to search for alternative physical implementations with lower cost. We experimentally assess our method based on a principled organization of test suites.