The fragmentation of data warehouses: An approach based on principal components analysis

Autor:	Driss Aboutajdine, Elhoussaine Ziyati, Rachid Elmansouri, Omar Elbeqqali
Rok vydání:	2012
Předmět:	Computer science Online analytical processing Principal component analysis Fragmentation (computing) InformationSystems_DATABASEMANAGEMENT Data mining computer.software_genre Execution time computer Computer Science::Databases Data warehouse Statistic
Zdroj:	ICMCS
DOI:	10.1109/icmcs.2012.6320319
Popis:	This Paper proposes a new method to fragment vertically and horizontally a data warehouse which based on statistic approach principal components analysis, we are presenting the theoretical basis of the PCA and the possibility of its use for the selection of the fragmentation pattern of the data warehouse to reduce the execution time of OLAP queries.
Databáze:	OpenAIRE
Externí odkaz:	https://explore.openaire.eu/search/publication?articleId=doi_________::7813623ec1203a7e4367e28b00dcc3b1 https://doi.org/10.1109/icmcs.2012.6320319 Zobrazit plný text záznamu