The Model and Realization of Materialized Views Selection in Data Warehouse
Lijuan Marissa Zhou, Minhua Wu, Xuebin Ge · 2008
The data warehouse is a repository of information collected from multiple, possibly heterogeneous, autonomous, distributed databases. The information stored at the data warehouse is in form of views, referred to as materialized views. One of the most important decisions in designing a data warehouse is selection of right views to be materialized. So, we develop algorithms to select a set of views to materialize in data warehouse in order to minimize the total view maintenance cost under the constraint of a given query response time. We call it query cost view_ selection problem (QC_VSP). In this paper, First, we propose the cost model of QC_VSP. Second, we design algorithms for QC_VSP. Third, we use experiments do demonstrate the power of our approach.