Data Warehouse Schema Design
نویسنده
چکیده
A data warehouse is an integrated database primarily used in organizational decision making. Although the deployment of data warehouses is current practice in modern information technology landscapes, the methodical schema design for such databases has only been studied cursorily. In this paper we pursue schema design for data warehouses in the spirit of classical database design, organized as a sequence of requirement analysis and specification to collect user requirements, conceptual design to model the data warehouse as a multidimensional database independently from implementation issues, logical design to transform the conceptual data warehouse schema into the target data model, and physical design to maximize performance with respect to a target database system.
منابع مشابه
Conversion from star schema of a data warehouse into its equivalent graph multi dimensional data model: A Conceptual Perspective
This paper proposes the design of Star Schema of a Data Warehouse and conversion to its equivalent Graph based Multi Dimensional Data Model (GMDDM Model). Design of Star Schema facilitates in constructing Graph based Multi Dimensional Data Model. The GMDDM model defines a set of graph based constructs that are used to specify the conceptual level design of Data Warehouse. Data warehouse represe...
متن کاملAn Ontology based Hybrid Approach to Derive Multidimensional Schema for Data Warehouse
Due to the diversity of data source data integration has become a challenging task. Data warehouse system plays a vital role to integrate the data for making important business decisions. Data within the data warehouse is arranged as multidimensional schema. In past many works exist to carry out the design of the multidimensional schema for data warehouse from either requirements and/or data so...
متن کاملComprehensive Study for Data warehouse Schema evolution Operators
Data warehouse is considered as the core component of the modern decision support systems. Due to the major support of data warehouse in the daily transaction of an enterprise, the requirements for the design and the implementation of DW are dynamic and subjective. This dynamic nature of the data warehouse may reflect the evolution in the data warehouse. Data warehouse evolution may be focused ...
متن کاملData Warehouse Snowflake Design and Performance Considerations in Business Analytics
Snowflake is a data warehouse schema design where dimension tables are normalized on top of a star schema design. Snowflake schema is generally not recommended due to its performance overhead in joining the normalized dimension tables. However, the Snowflake schema can be extended in a way to improve performance for business analysis activities. In business analytics paradigm, two distinct envi...
متن کاملSchema Evolution for Data Warehouse: A Survey
Data warehouse is considered as the core component of the modern decision support systems. Due to the major support of data warehouse in the daily transaction of an enterprise, the requirements for the design and the implementation of DW are dynamic and subjective. This dynamic nature of the data warehouse may reflect the evolution in the data warehouse. Data warehouse evolution may be focused ...
متن کامل