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Because you can add inventory values across products but not across time, this numerical value is considered semiadditive Handling semiadditive measures in Analysis Services 2000 requires you to add special calculations to a cube, but now there are several aggregate functions you can use in Analysis Services 2005, including FirstChild, LastChild, FirstNonEmpty, LastNonEmpty, AverageOfChildren, and ByAccount After putting an Analysis Services 2000 database into production, you must schedule periodic processing to include new records added to the data warehouse since the last update In Analysis Services 2005, you can still manage processing on a scheduled basis, but you also have the option to use proactive caching to trigger processing only when the source data changes By using proactive caching, you can manage the latency of the data and keep data available for queries during processing.

The Random class contains a method called Next, which gives the next random number in the sequence. The Next method provides a parameter to specify the upper limit of the random number required. For the shuffle, this is the size of the texture array. Two variables, p1 and p2, are set to random values and then used to locate texture items to be swapped. When a Random instance is created as in the code above, it will pick a seed based on the current time. However, you can also construct a Random instance with a particular seed value as follows:

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If the time required to reprocess a cube is longer than the configured latency period, queries can be resolved directly from the relational source systems If you ve used the data mining features in Analysis Services 2000, or even if you re new to data mining, you ll really enjoy working with the new modeling tools and data mining algorithms included in Analysis Services 2005 In addition to the Decision Trees and Clustering previously available, you now have access to Linear Regression, Logistic Regression, Naive Bayes, Neural Network, Sequence Clustering, and Time Series algorithms The data mining tools in Analysis Services are easy to implement, but you should take care to appropriately prepare your data for the type of data mining you want to do and to understand which algorithm is applicable to the business problem you want to solve.

More Info Take the time to read Data Mining with SQL Server 2005 by ZhaoHui Tang and Jamie MacLennan for a good comparison of the algorithms and practical examples..

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TABLE 10-3

Let s review the simple steps for hosting the RemoteComponents.dll assembly in IIS and letting remote clients access the objects that this assembly exposes: 1. Create an appropriate configuration file for the remote objects, and save it as Web.config in a directory of your local hard disk. (IIS configuration files must have this name.) Remember that you can specify an HTTP channel but omit the port number, and you must not specify an application name. 2. Create a directory named bin as a subdirectory of the directory that contains the Web.config file; save the RemoteComponents.dll into this bin directory. Alterna tively, you can sign the assembly with a strong name and register it in the GAC. (If you do so, remember that the configuration file should refer to the assembly using its complete name, including version, culture, and publisher key.) 3. Right-click on the folder that contains the Web.config file, choose the Sharing And Security command, switch to the Web Sharing tab, and select the Share This Folder option to create an IIS virtual directory that maps to this folder. (See Figure 32-8.) Alternatively, you can create the virtual directory from inside the IIS MMC snap-in, by right-clicking the Default Web Site element and choosing the Virtual Directory command from the New submenu.

Domain Name System (DNS) Windows Internet Naming Service (WINS)

Paging is a very expensive operation, and if excessive paging is occurring, then any other tuning work will not be effective. If paging is occurring, fix this problem first and then move on to other performance problems. It is always better to reduce SQL Server memory allocation in order to reduce paging. So, if you are experiencing paging, stop and fix the problem.

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