Data Warehouse and Master Data Management Evolution – A Meta-Data-Vault Approach (CROSBI ID 614335)
Prilog sa skupa u časopisu | izvorni znanstveni rad | međunarodna recenzija
Podaci o odgovornosti
Subotic, Danijela ; Jovanovic, Vladan ; Poščić, Patrizia
engleski
Data Warehouse and Master Data Management Evolution – A Meta-Data-Vault Approach
The paper presents a: a) brief overview and analysis of existing approaches to the data warehouse (DW) evolution problem, and b) detailed description of the research idea for the DW evolution problem (primarily intended for structured data sources and realizations with relational database engines). We observe the DW evolution problem as a double issue - from the DW perspective, and from the master data management (MDM) perspective. The proposed general solution will include a Data Vault (DV) model based metadata repository that will integrate the DW data and metadata with the MDM data and metadata. This historicized metadata repository will manage schema versions and support schema changes. We believe this integration will: a) increase the quality of data in the Enterprise Data Warehouse (EDW), b) increase the quality of the metadata in the EDW, and c) increase the simplicity and efficiency of the DW and the MDM schema evolution.
data warehouse evolution; master data management; data vault; metadata repository; schema evolution; schema versioning; view maintenance
nije evidentirano
nije evidentirano
nije evidentirano
nije evidentirano
nije evidentirano
nije evidentirano
Podaci o prilogu
14-23.
2014.
nije evidentirano
objavljeno
Podaci o matičnoj publikaciji
Issues in information systems
DeLorenzo, Gary
International Association of Computer Information Systems
1529-7314
Podaci o skupu
IACIS 2014 International Conference
predavanje
01.10.2014-04.10.2014
Las Vegas (NV), Sjedinjene Američke Države