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NOTe A schema design can also avoid the many-to-many relationship by using each group exactly once. If the same salespeople collaborate on a second order, a second group will be created; if two companies have the same combination of industries, two groups will be created. This technique tends to generate overly large group tables and should, therefore, be avoided. Keep in mind, however, that it does not resolve the potential for double-counting. A single fact may still be associated with more than one instance of a dimension table or attribute. The many-to-many relationship has been resolved, but there is still a one-to-many that runs in the wrong direction. It will still be necessary to safeguard against double-counting.

The ability to administer and thereby manage the system resources to ensure the availability and performance of a system with respect to the other capabilities. The ability to address architectural and hardware configuration changes without a great deal of impact to the underlying system. The ability to carry out functionality in a time frame that meets specified goals. The ability of a system to run multiple tasks per unit of time. The ability to support the required availability and performance as transactional load increases. The ability to extend functionality. The ability to predict and confirm results based on a specified input or user gesture. The ability to use a component in more than one context without changing its internals.

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factless fact table, associating each member with a group. If your business intelligence tool identifies it as such, you will want to be sure that it does not cause drill-across tactics to be invoked. In the case of a bridge, the potential Cartesian product is exactly what is wanted; drilling across will disrupt this behavior.

You should also use the xml:lang attribute inside the xsd:documentation element to indicate the language in which your comment is written. Annotations can be placed only: Before and after any global component (such as schema, simpleType, and attribute) At the beginning of nonglobal components

The ability to ensure that information is not accessed and modified unless done so in accordance with the enterprise policy.

A hierarchy bridge can be used to aggregate facts up or down a recursive hierarchy Companies, for example, may be composed of other companies If a fact table records transactions with each company, a hierarchy bridge can be used to roll them up to any level, regardless of how deep the hierarchy is As described in 10, this is a common requirement, often found in organizational structures, geographic designations, and parts-breakdown arrangements Since a hierarchy bridge table allows a single fact to be associated with any number of dimension attributes, it is once again necessary to take precautions when using it If facts are to be aggregated up the hierarchy, the developer must constrain for a single top-level node Alternatively, results may be grouped by top-level node, as long as grand totals are not created inside the report.

The following questions will help you measure your understanding of the material presented in this chapter. Read all the choices carefully because there might be more than one correct answer. Choose all correct answers for each question.

In the case of companies, this means that using the hierarchy bridge to roll up orders requires selecting a single company to which they will be rolled up, or group results by company Once again, this is an example of an impact report It will likely be difficult to configure a business intelligence tool to generate SQL that meets these requirements Even highly experienced developers may err, so once again a safe configuration is called for In this case, the safe query environment does not involve the bridge at all; the dimension in question is linked directly to the fact table Experienced developers can make use of a separate environment that exposes the bridge For the star involving a hierarchy bridge, the story does not end here.

Recognize the Effect on Each of the Following Characteristics of Two-tier, Three-tier and Multi-tier Architectures: Scalability Maintainability, Reliability, Availability, Extensibility, Performance, Manageability, and Security.

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