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

By Elzbieta Malinowski

A info warehouse shops huge volumes of ancient facts required for analytical reasons. this information is extracted from operational databases; reworked right into a coherent complete utilizing a multidimensional version that comes with measures, dimensions, and hierarchies; and loaded right into a information warehouse throughout the extraction-transformation-loading (ETL) process.

Malinowski and Zimányi clarify intimately traditional facts warehouse layout, protecting particularly complicated hierarchy modeling. also, they handle cutting edge domain names lately brought to increase the functions of information warehouse structures, specifically the administration of spatial and temporal details. Their presentation covers various stages of the layout approach, corresponding to specifications specification, conceptual, logical, and actual layout. They comprise 3 diverse techniques for specifications specification counting on no matter if clients, operational info assets, or either are the motive force within the necessities accumulating approach, they usually exhibit how each one strategy results in the production of a conceptual multidimensional version. in the course of the ebook the innovations are illustrated utilizing many real-world examples and accomplished through pattern implementations for Microsoft's research companies 2005 and Oracle 10g with the OLAP and the Spatial extensions.

For researchers this ebook serves as an creation to the state-of-the-art on info warehouse layout, with many references to extra distinct assets. offering a transparent and a concise presentation of the most important innovations and result of information warehouse layout, it might even be used because the foundation of a graduate or complicated undergraduate path. The e-book can help skilled information warehouse designers to amplify their research chances via incorporating spatial and temporal details. ultimately, specialists in spatial databases or in geographical info platforms may gain advantage from the knowledge warehouse imaginative and prescient for construction cutting edge spatial analytical applications.

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Extra resources for Advanced Data Warehouse Design: From Conventional to Spatial and Temporal Applications

Example text

A trigger is a named event-condition-action rule that is automatically activated when a relation is updated [325]. Throughout this book, we shall see several examples of integrity constraints implemented using triggers. The translation of the ER model (or of the structural part of other ERbased conceptual models, including UML) to the relational model is well known and is implemented in many CASE tools. We define next the basic rules, based on [67]. Rule 1: A strong entity type is associated with a table containing the simple monovalued attributes and the simple components of the monovalued complex attributes of the entity type.

Rule 4: A regular binary one-to-many relationship type is represented by including the identifier of the entity type that participates in the relationship with a maximum cardinality of 1 in the table associated with the other entity type. A referential integrity constraint relates this identifier to the table associated with the corresponding entity type. In addition, the simple monovalued attributes and the simple components of the monovalued complex attributes of the relationship type are included in the table that represents the relationship type.

A relation), which disallows multivalued and complex attributes. Therefore, in a relational database, complex objects must be split into several tables. This induces performance problems, since assembly and disassembly operations using joins are needed for retrieving and storing complex objects in a relational database. • The set of types provided by relational DBMSs is very restrictive. It includes only some basic types such as integer, float, string, and date, and uninterpreted binary streams that must be manipulated explicitly by the user.

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