Title :
Constraints to manage consistency in multiversion data warehouse
Author :
Turki, Ines Zouari ; Jedidi, Faiza Ghozzi ; Bouaziz, Rafik
Author_Institution :
MIRACL Lab., ISIMS, Sfax, Tunisia
Abstract :
Defining structural constraints in multidimensional models is certainly a necessity to ensure the consistency of such models, especially the hierarchical structure of dimensions. This necessity increases when considering temporal and multiversion multidimensional models due to their temporal extension. Our proposed model for managing multiversion data warehouses (MV-DW) supports several structural and temporal constraints. In this paper, we enrich these constraints by the temporal fact-dimension dependency constraint which deals with relationship between fact and dimensions in a temporal context. Besides, schema and instance evolution operators can introduce inconsistencies in MV-DW schema and/or data. Such inconsistencies can be avoided by checking the defined MV-DW constraints. To this end, we define two classes of technical issues. The first one deals with algorithms that have to be run following to schema evolution operators to check the consistency of the changed DW schema. The second issue deals with triggers that have to cancel data propagation when detecting any instance constraint violation.
Keywords :
data models; data warehouses; MV-DW schema; consistency management; hierarchical structure; instance evolution operators; multiversion data warehouse; multiversion multidimensional models; structural constraints; temporal constraints; temporal fact-dimension dependency constraint; Classification algorithms; Context; Data models; Data warehouses; Databases; Marketing and sales; Registers;
Conference_Titel :
MIPRO, 2012 Proceedings of the 35th International Convention
Conference_Location :
Opatija
Print_ISBN :
978-1-4673-2577-6