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Transaction fact tables must have clearly defined grains, but this does not imply a mandatory relationship to all dimensions. For dimensions that do not participate in the grain of the fact table, an optional relationship is possible. In retail sales, for example, some transactions have a salesperson, but not all do. To avoid recording NULL-valued salesperson keys in the fact table, 6 advised creating a special row in the salesperson dimension to represent the house or not applicable.

Given a Requirement Specification Detailing Security and Flexibility Needs, Identify Architectures That Would Fulfill Those Requirements

Second, recall that transaction fact tables are sparse. As you learned in 1, this characteristic follows logically from the statement of grain. Rows are recorded only for activities that take place, not for every possible combination of dimension values. For example, the simple orders star from Figure 1-5 did not record rows each day for every combination of salesperson, product, and customer. This would have led to excessive growth and cluttered up reports with numerous extraneous rows where all the facts had values of zero. Instead, rows were only recorded when orders took place.

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3 9. A is correct. RMI is the most appropriate distributed object technology for pure Java applications. B, C, and D are incorrect because they can work with non-Java objects. 3 10. B is correct. CORBA is the most appropriate object technology for systems that use objects written in different languages, and it supports a variety of operating system platforms. A, C, and D Each Works with specific platforms.

3 11. A and B are correct. RMI uses stubs and skeletons. C and D are incorrect because ORBs and IIOP are used with CORBA. 3 12. C is correct. Security is not a tier of a three-tiered architecture. A, B, and D are tiers of a three-tiered architecture. 3 13. B is correct. JTS provides an implementation of transaction management. A, C, and D. These do not implement transaction management. JTA defines an API for transaction management; it does not implement it. 3 14. C is correct. A web server understands and supports only the HTTP protocol, whereas an application server supports HTTP,TCP/IP, and many more protocols. A, B, and D are incorrect because web servers and application servers both support features such as caching, clustering, and load balancing. We can also configure an application server to work as web server. 3 15. D is correct. Serialization is possible. A, B, and C are incorrect because a good portion of EJB is the framework for underlying remote method invocation. To allow one JVM space A, the ability to invoke methods remotely on objects that are in JVM space B (objects running on another machine on the network), all arguments of each method call and their results must be serializable (that is, classes must implement java.io.Serializable).

Lastly, recall that transaction fact tables normally record additive facts. As you learned in 3, most nonadditive measurements, such as ratios, can and should be broken down into fully additive components. This allows the granular data in the fact table to be aggregated to any desired level of detail, after which the ratio or nonadditive fact can be computed. You want the ratio of the sums, not the sum of the ratios. For example, if two products sell at a 10 percent margin, it is incorrect to say the total margin rate is 20 percent. Instead, the components of the margin rate margin dollars and order dollars are stored. When margin rate is needed, they are fetched and aggregated to whatever level of summarization is desired. Their ratio is computed only after any aggregation is performed. Storing fully additive facts provides the most flexible analytic solution.

Notice that GetDate() is among the forbidden functions. If you try to use it inside a user-defined function, SQL Server will report an error, as shown in Figure 8-5.

Explain How the Enterprise JavaBeans Container Does Life Cycle Management and Has the Capability to Increase Scalability

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