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Business Participation in the Modeling Process Creating the First Draft Preparing for Modeling Sessions Brainstorming the Framework Drafting the Initial Dimensions Drafting the Initial Fact Groups Documenting the Model Logging Questions and Issues Building the Business Measures Worksheet Preliminary Source to Target Data Map Completing or Fleshing Out the Model Working Through the Issues Completing the Documentation Working Through All the Data Elements Re ning the Model Business Reviews of the Model Small Business Reviews When Are You Done Gaining Final Commitment Expanding Business Data Over Time Enhancing Dimensions Adding More Fact Groups Re ecting on Business Realities: Advanced Concepts Supporting Multiple Perspectives: Multiple Hierarchies Tracking Changes in the Dimension: Slowly Changing Dimensions Depicting the Existence of a Relationship: Factless Fact Tables Linking Parts of a Transaction: Degenerate Dimensions Pulling Together Components: Junk Dimensions Multiple Instances of a Dimension: Role Playing Other Notation Dimension Connectors Clusters of Future Attributes Notation Summary Taking the Model Forward Translating the Business Dimensional Model Dimension Table Design ranslating Fact Groups Physical Database Design In Real Life A Glimpse into Giant Co Insight from Agile, Inc Summary. In C#.NET Using Barcode generator for . Four 9 Building the Project Architecture, Infrastructure .Related: 

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Make Bar Code In .NET Using Barcode creation for . Drawer In VS .NET Using Barcode drawer for .Several major steps are involved in the development of a production ETL system: 1 ETL system requirements: Up to this point, the requirements and design components of the project have focused on what the end result must look like The data model re ects how the data is to be stored Many detailed requirements have already been collected during other project activities, such s individual data element names and de nitions Data pro ling activities should yield insight into what the current data looks like, and strong data governance may have already determined how each data element is to be handled Additional requirements for the ETL system must also be de ned Examples of these requirements include processing rules, guidelines for compliance with legal requirements, a processing window, and what the audit trail must include 2 ETL system design: The dimensional model is the target that the ETL system will build The ETL system design provides the details about how to get from where the data is now to this target dimensional model Some organizations require that every little detail be de ned, including all of the speci c rules for building the dimension, and that fact tables.Related: 

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In general, you are likely to nd four to ten dimensions on any single fact group Fewer than four dimensions may indicate that the dimensions are too big with everything stuffed into a dimension Too few dimensions may indicate that other dimensions still need to be identi ed You can also go overboard with too many dimensions This can affect usability and perhaps impede the performance of the database What is reasonable It is common for transaction detail fact groups to have between ten and fteen dimensions Once you have more than fteen dimensions, you should be concerned Consider whether several of the dimensions should be combined Over twenty dimensions and you could have some serious performance issues If after further analysis you determine that there are in fact more than twenty dimensions, build extra time into your project schedule to xplore the performance rami cations How can you tell which dimensions should and can be combined It is important to look closely at the hierarchies From a business perspective, you want to be able to follow a hierarchy from the top to the natural bottom For example, the business may look at Regions, which are comprised of Districts and then Zones Finally, the Zones are made up of Sales Territories Each of these is part of the sales organization hierarchy Suppose that Region, District, and Zone attributes are stored in one dimension, while the Sales Territory is in another Walking through this example may be an indicator that perhaps Sales Territories belong in the rst dimension with the other attributes The best way to make this determination is to ask the business users what makes sense to them Classic dimensional analysis leverages drilling up or down hierarchies When performing analysis against a design that has many dimensions, analysis will be done by leaving some dimensions out of the query For example, for a travel reservation fact group, some people will want to understand which travel agents or web reservation systems are driving more business Conversely, the business people who work with the hotel chains will want to understand more about the number and type of reservations by hotel brand and property location.

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