Técnicas para capturar cambios en los datos y mantener actualizado un almacén de datos

During the extraction, transformation and loading processes it is critical to keep updated the data warehouse and data marts. In practice, several techniques that can b e used to capture changes in the data are available. Although from the theoretical point of view these techniques hav...

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Main Authors: Lisandra Díaz De la Paz, Juan Luis García Mendoza, Beatriz Eugenia López-Porrero, Luisa Manuela González-González, Wilfried Lemahieu
Format: Article
Language:Spanish
Published: Universidad de Ciencias Informáticas 2015-10-01
Series:Revista Cubana de Ciencias Informáticas
Subjects:
Online Access:http://rcci.uci.cu/index.php?journal=rcci&page=article&op=view&path[]=890&path[]=381
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author Lisandra Díaz De la Paz
Juan Luis García Mendoza
Beatriz Eugenia López-Porrero
Luisa Manuela González-González
Wilfried Lemahieu
author_facet Lisandra Díaz De la Paz
Juan Luis García Mendoza
Beatriz Eugenia López-Porrero
Luisa Manuela González-González
Wilfried Lemahieu
author_sort Lisandra Díaz De la Paz
collection DOAJ
description During the extraction, transformation and loading processes it is critical to keep updated the data warehouse and data marts. In practice, several techniques that can b e used to capture changes in the data are available. Although from the theoretical point of view these techniques have been studied,in practice its form of use is not visualized in an organized way. Therefore,it is necessary to characterize, compare them and select the most appropriated. Given the simplicity aspects, types of sources that can be used, operations it can detect and no loss of information, it was chosen the technique based on snapshot as the most appropriate d. In addition a set of steps was proposed to follow for application to a real problem, suggesting the use of steps belonging to the data integration tool Pentaho Data Integration.
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spelling doaj.art-9e898a943fc841e8a95fc5ce4c5c884a2022-12-22T01:27:37ZspaUniversidad de Ciencias InformáticasRevista Cubana de Ciencias Informáticas1994-15362227-18992015-10-019489103Técnicas para capturar cambios en los datos y mantener actualizado un almacén de datosLisandra Díaz De la Paz0Juan Luis García Mendoza1Beatriz Eugenia López-Porrero2Luisa Manuela González-González3Wilfried Lemahieu4Universidad Central “Marta Abreu” de Las Vi llas. Carretera a Camajuaní km 5 ½. San ta Clar a, Villa Clara, Cuba. Universidad Central “Marta Abreu” de Las Vi llas. Carretera a Camajuaní km 5 ½. San ta Clar a, Villa Clara, Cuba. Universidad Central “Marta Abreu” de Las Vi llas. Carretera a Camajuaní km 5 ½. San ta Clar a, Villa Clara, Cuba. Universidad Central “Marta Abreu” de Las Vi llas. Carretera a Camajuaní km 5 ½. San ta Clar a, Villa Clara, Cuba. Department of Decision Sciences and Information Management, Katholieke Universiteit Leuven, Naamsestraat 69, B - 3000 Leuven, Belgium . During the extraction, transformation and loading processes it is critical to keep updated the data warehouse and data marts. In practice, several techniques that can b e used to capture changes in the data are available. Although from the theoretical point of view these techniques have been studied,in practice its form of use is not visualized in an organized way. Therefore,it is necessary to characterize, compare them and select the most appropriated. Given the simplicity aspects, types of sources that can be used, operations it can detect and no loss of information, it was chosen the technique based on snapshot as the most appropriate d. In addition a set of steps was proposed to follow for application to a real problem, suggesting the use of steps belonging to the data integration tool Pentaho Data Integration.http://rcci.uci.cu/index.php?journal=rcci&page=article&op=view&path[]=890&path[]=381CDC techniquesdata mart sdata warehouseETLsnapshot
spellingShingle Lisandra Díaz De la Paz
Juan Luis García Mendoza
Beatriz Eugenia López-Porrero
Luisa Manuela González-González
Wilfried Lemahieu
Técnicas para capturar cambios en los datos y mantener actualizado un almacén de datos
Revista Cubana de Ciencias Informáticas
CDC techniques
data mart s
data warehouse
ETL
snapshot
title Técnicas para capturar cambios en los datos y mantener actualizado un almacén de datos
title_full Técnicas para capturar cambios en los datos y mantener actualizado un almacén de datos
title_fullStr Técnicas para capturar cambios en los datos y mantener actualizado un almacén de datos
title_full_unstemmed Técnicas para capturar cambios en los datos y mantener actualizado un almacén de datos
title_short Técnicas para capturar cambios en los datos y mantener actualizado un almacén de datos
title_sort tecnicas para capturar cambios en los datos y mantener actualizado un almacen de datos
topic CDC techniques
data mart s
data warehouse
ETL
snapshot
url http://rcci.uci.cu/index.php?journal=rcci&page=article&op=view&path[]=890&path[]=381
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