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Technologies used to access data today often include some mechanism to store data as part of how the tool works The data architecture for using the data is dictated by how the organization s data access tool(s) function The organization must understand each tool, and which is being used, so that appropriate measures can be taken to ensure that the data continues to be handled in a consistent, reliable manner Both the bottom-up and top-down approaches have similar data architectures here, as it is driven by the data access technology The data architecture role here is to ensure that the organization has a clear understanding of what data is stored as part of the business intelligence application The goal is to have a structured, organized approach here too For a technology that requires the creation of a multi-dimensional cube of data, a new cube should not be created for every new report that is needed Rather, more robust cubes should be created to support a variety of reporting needs These application-speci c data stores must also have planned maintenance, including updates, corrections, and additions to the data The data architecture must also recognize the need for backup and recovery of these data stores Now that the basic data architecture of the bottom-up approach has been discussed, it is time to take a similar look at the top-down approach

10. The Name and Description window appears. The text you enter appears either as text in the console or as InfoTip text, depending on what option you select. Make your entries and click the Next button. 11. In the Task Icon window, shown in Figure B-15, select a desired icon for this task and click Next.

This approach was developed and popularized by Bill Inmon and Claudia Imhoff Several other key individuals have also contributed to the re nement and success of this approach, which you can learn more about in Corporate Information Factory, Second Edition, by W H Inmon, Claudia Imhoff, and Ryan Sousa (Wiley, 2001) and Mastering Data Warehouse Design by Claudia Imhoff, Nicholas Galemmo, and Jonathon Geiger (Wiley, 2003)

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It s a simple, though strange truth: You tend to get what you think about It s all too easy to fall into the trap of thinking most about what you don t want! If you think most about being rich, you tend to become rich; if you think most about being poor, you tend to become poor If you think most about being as healthy as possible, you tend to become healthy; if you think most about becoming seriously ill, you tend to become seriously ill You see the obvious link to a well-formed outcome described in the Preparing for the future section earlier in the chapter If you state your goals in the positive, your self-talk and the focus of your thinking is positive too, and you re much more likely to get your heart s desire.

If you want to create additional tasks, click the Run this Wizard Again check box before clicking Finish.

9

Once you complete the wizard, you see your taskpad view and any tasks you have created in the details pane, shown in Figure B-16.

The most successful implementations of the top-down data architecture are grounded in business requirements The overall approach is iterative With each iteration, the scope of data is set based upon business objectives and requirements Then work begins on the data The data sources are identi ed and the data is extracted Each layer of the data architecture is de ned, starting with the source and moving forward, designing each step along the way hence, the top-down label Once the de ned scope of data is addressed, a subsequent iteration is de ned and the process repeats Figure 9-4 shows the basic data architecture for the top-down data architecture approach

If you don t form your intention well and this surely is the strangest secret you may deliver just as surely the very opposite of what you want, the things you most don t want Earl Nightingale, the early personal development guru, sold a million records across the USA in the 1950s describing this strangest secret The mystics have a name for the power in the universe that reacts to human actions They call it karma Karma has had a poor press in the Western world and is often associated with New Ageism and freakery In truth, the theory of karma is much subtler and richer than it s usually credited with being At its simplest, it seeks to explain how the action you take in the world creates the environment within which you live.

You can easily create new tasks, delete them, or alter your taskpad view by clicking Action Edit Taskpad View.

Extract Staging Data Store ETL Processing* Prepare Data Warehouse ETL Processing* Data Mart Data Mart Use Business Intelligence Applications Flat File Reports *Note: ETL Processes may include ETL Data Stores Scorecards Data Mart Data Mart Dashboards Limited User Access

Summary

Data is extracted from the underlying source systems These may include major operational application systems, departmental databases, or data purchased from third-party sources The data architecture of this layer is determined by the source systems The source system data architecture is the same regardless of the data warehouse data architecture approach

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