Title :
Establishing a generic and multidimensional measurement repository in CMMI context
Author :
Palza, Edgardo ; Fuhrman, Christopher ; Abran, Alain
Author_Institution :
Ecole de Technologie Superieure, Montreal, Que., Canada
Abstract :
We propose a measurement repository for collecting, storing, analyzing and reporting measurement data based on the requirements of the capability maturity model integrated (CMMI). Our repository is generic, flexible and integrated, supporting a dynamic measurement system. It was originally designed to support Ericsson Research Canada´s business information needs. Our multidimensional repository can relate measurement information needs to CMMI processes and products requirements. The data model is based on a hierarchical and multidimensional definition of measurement data. It has been developed based on the concept of a data warehouse environment. Reporting features are based on the definition of queries to on line analytical process (OLAP) cubes. OLAP cubes are created as materialized views of the measurement data, and the user functionalities are implemented as analytical drill-down/roll-up capabilities and as indicator and trend analysis capabilities.
Keywords :
Capability Maturity Model; data mining; data models; data warehouses; information needs; Ericsson Research Canada; capability maturity model integrated; data model; data warehouse; drill-down capability; information needs; measurement data analysis; measurement data collection; measurement data reporting; measurement data storage; multidimensional measurement repository; on line analytical process; roll-up capability; trend analysis capability; Area measurement; Business process re-engineering; Capability maturity model; Control systems; Data models; Data warehouses; Multidimensional systems; Performance analysis; Software engineering; Software measurement;
Conference_Titel :
Software Engineering Workshop, 2003. Proceedings. 28th Annual NASA Goddard
Print_ISBN :
0-7695-2064-2
DOI :
10.1109/SEW.2003.1270721