Diseño lógico de Data Warehouses a partir de esquemas multidimensionales

Peralta Costabel, Veronika del Carmen

Supervisor(es): Ruggia Frick, Raúl Julián

Resumen:

A Data Warehouse (DW) is a database that stores information oriented to satisfy decision-making requests. DW features are very different from conventional database ones, so that the data models and design strategies for the latter are generally not to be applicable for DW. These differences have motivated the development of new design techniques and strategies. This work addresses DW logical design. Concretely, we propose for generating the DW relational schema starting from a conceptual multidimensional schema and integrated source database. The generation is carried out applying schema transformations to the relational schema of the source database. We propose an algorithm to determine wich transformations must be applied, wich is based on a set of design rules. The rules involve the conceptual schema, the source database, correspondences between these schemes and design strategies related with performance and storage constraints. This works includes the prototype of a CASE tool wich assists the designer in the construction of a relational DW from a conceptual specification.


Detalles Bibliográficos
2001
DATA WAREHOUSE
BASE DE DATOS
DATABASES
Español
Universidad de la República
COLIBRI
http://hdl.handle.net/20.500.12008/2919
Acceso abierto
Licencia Creative Commons Atribución – No Comercial – Sin Derivadas (CC BY-NC-ND 4.0)
Resumen:
Sumario:A Data Warehouse (DW) is a database that stores information oriented to satisfy decision-making requests. DW features are very different from conventional database ones, so that the data models and design strategies for the latter are generally not to be applicable for DW. These differences have motivated the development of new design techniques and strategies. This work addresses DW logical design. Concretely, we propose for generating the DW relational schema starting from a conceptual multidimensional schema and integrated source database. The generation is carried out applying schema transformations to the relational schema of the source database. We propose an algorithm to determine wich transformations must be applied, wich is based on a set of design rules. The rules involve the conceptual schema, the source database, correspondences between these schemes and design strategies related with performance and storage constraints. This works includes the prototype of a CASE tool wich assists the designer in the construction of a relational DW from a conceptual specification.