Knowledge Generation Essay Example | Topics and Well Written Essays - 750 words - 4

Knowledge Generation - Essay ExampleIn addition, recommendations would be stipulated on managing benefits and minimizing hazards, as required. The Toolbox for IT defines info warehouse as a data warehouse is a subject oriented, integrated, cartridge holder variant, non-volatile collection of data in support of management decision making the process (Toolbox for IT, 2010, par. 1). In addition, their converse on data warehouse concepts further averred that data warehouse is a relational database that is designed for doubtfulness and analysis rather than traffic processing. A data warehouse usually contains historical data that is derived from transaction data. It separates analysis workload from transaction workload and enables a business to consolidate data from several sources (Toolbox for IT, 2010, par. 5).As the name suggests, the data warehouse is a receptacle of information containing facts, statistics, numbers, characters, symbols or images arranged in a chronological struc ture which can be processed by a computer (McSweeney, 2010). Accordingly, there are 3 types of data warehouses, to wit (1) Enterprise Data Warehouse (a central database), (2) Operational Data Store (updates data to real-time), and (3) Data Mart (data warehouse subsets) (Toolbox for IT, 2010, pars. 7 9). Implementation of data warehouses differs according to architecture (Inmon or Kimball) or model (relational or dimensional) as the organization requires.With the bulk of data stored in warehouses, there are shipway to analyze them to discover patterns or relationships through data mining.