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This is enough additional work that many ETL developers opt for a simpler brute-force approach: after updating the base schema, drop and re-create the aggregate Often, this proves to be less processing-intensive than the alternative Some tools that automate the creation of aggregate tables or cubes operate in this manner; if the aggregate contains a type 1 attribute, the cube is destroyed and rebuilt each time a change occurs TiP Type 1 changes can significantly complicate aggregate processing If an aggregate star includes a type 1 attribute, it may be best to drop and rebuild the aggregate fact table Another way to avoid this situation is to exclude type 1 attributes from aggregate designs Type 2 changes don t pose the same problem, since they don t restate the context of previously recorded facts..

Customer Trader Continuous trade processing system (CTPS) Mainframe Trading System SQL (Oracle)

Developers can sometimes minimize the impact of a type 1 change if the rollup dimension also includes a type 2 attribute that the type 1 attribute describes. In this case, the type 1 change may be applied only to the appropriate row, and aggregate facts will not require an update. Designers sometimes borrow language from entity-relationship modelers to describe this case: the type 1 attribute in the aggregate dimension is fully dependent on the type 2 attribute. This approach, however, provides new challenges for the ETL process. See Type 1 Complications in 3 for more details.

Trades with the application according to limits Trades with the application without limits Routes orders to the mainframe trading system Holds BNACS back office books and records Contains the database reference data

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While this book uses relational designs to illustrate most concepts, 3 pointed out that this is simply a convenience. Most of the principles of dimensional modeling apply equally well, whether implemented in a star schema or a cube. The benefit of summarization, however, differs when it comes to cubes.

A number of scenarios, specific examples of performing the task, are identified for each task that is carried out in the business process. The business process, or task model, describes how the business processes will perform the necessary tasks with or without a computer application. It represents an important aspect of the business requirements, since it describes from a user and business perspective what work is done. The model provides the basis for designing the functionality of the computer application. A business process model is a model of one or more business processes. Each process has a process owner and process goals (such as cycle time, defect rate, and cost) and consists of a set of business activities (in sequence and/or parallel). Figure 11-3 shows an example of a securities trade order and the processing steps it goes through from submission to completion.

Create view vInventoryDist as select * from Asset.dbo.InventoryCanada UNION ALL select * from [(local)\USA].Asset.dbo.InventoryUSA UNION ALL select * from [(local)\World].Asset.dbo.InventoryWorld

Before we begin the physical construction of the application components, we must make certain that prerequisite physical items such as infrastructure, development environment, and so on are in place for use by the development team. In addition to an adequate workstation and the appropriate server(s), the JEE project libraries and the development GUI presentation tool such as JBuilder are accessible to developers with the appropriate permissions in place. The RDBMS application database, in this case Oracle, with current maintenance and whatever third-party or in-house JEE development software, is ready for use from each workstation. Developers have been availed of the guidelines and naming standards that the project team agreed to use to develop both the database and the application. Important for development is the preliminary physical database design used for the application. The database design at this point can differ from that of the final

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