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Наслов: Horizontal partitioning by predicate abstraction and its application to data warehouse design
Authors: Dimovski, Aleksandar 
Velinov, Goran 
Sahpaski, Dragan
Keywords: Data Warehouse, Horizontal Partitioning, Predicate Abstraction
Issue Date: 20-сеп-2010
Publisher: Springer, Berlin, Heidelberg
Conference: East European Conference on Advances in Databases and Information Systems
Abstract: We propose a new method for horizontal partitioning of relations based on predicate abstraction by using a finite set of arbitrary predicates defined over the whole domains of relations. The method is formal and compositional: arbitrary fragments of relations can be partitioned with arbitrary number of predicates. We apply this partitioning to address the problem of finding suitable design for a relational data warehouse modeled using star schemas such that the performance of a given workload is optimized. We use a genetic algorithm to generate an appropriate solution for this optimization problem. The experimental results confirm effectiveness of our approach.
URI: http://hdl.handle.net/20.500.12188/23292
Appears in Collections:Faculty of Computer Science and Engineering: Conference papers

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