Download Advanced Data Warehouse Design: From Conventional to Spatial by Elzbieta Malinowski PDF

By Elzbieta Malinowski

ISBN-10: 3540744045

ISBN-13: 9783540744047

This remarkable paintings presents readers with an advent to the state of the art examine on facts warehouse layout, with many references to extra distinctive assets. It bargains a transparent and a concise presentation of the key techniques and leads to the topic quarter. Malinowski and Zim?nyi clarify traditional facts warehouse layout intimately, and also deal with cutting edge domain names lately brought to increase the features of information warehouse structures: specifically, the administration of spatial and temporal info.

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Extra info for Advanced Data Warehouse Design: From Conventional to Spatial and Temporal Applications (Data-Centric Systems and Applications)

Sample text

Rule 1: A strong entity type is associated with a structured type containing all its attributes. Multivalued attributes are defined using either the array or the multiset type. Composite attributes are defined using the row type or the structured type. Further, a table of the above structured type must be declared, in which the not null constraints for the mandatory attributes are also defined. The identifier of the entity type defines the key of the associated table.

These columns store the old and new values of the attribute. In this case the history of changes is limited to the number of additional columns. As can be seen, these solutions are not satisfactory, since they either do not preserve the entire history of the data or are complex to implement. Further, they do not take account of research related to managing time-varying information in temporal databases. Therefore, temporal data warehouses were proposed as a solution to the above problems. Currently, the research related to temporal data warehouses raises many issues, mostly dealing with implementation aspects, such as special aggregation procedures, special storage, and indexing methods, among others.

Such a restricted set of types does not fit complex application domains. , there is no encapsulation, and no methods associated with a table. Since there is no possibility to directly reference an object by use of a surrogate or a pointer, every link between tables is based on comparison of values. Therefore, joins represent a bottleneck with respect to performance. During the 1980s, a considerable amount of research addressed the issue of relaxing the assumption that relations must satisfy the first normal form.

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Advanced Data Warehouse Design: From Conventional to Spatial and Temporal Applications (Data-Centric Systems and Applications) by Elzbieta Malinowski

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