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Lesson Summary . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 12-20

Exam objectives in this chapter:

Lesson 2: Troubleshooting Internet Connectivity . . . . . . . . . . . . . . . . . . . . . . 12-21

It might not be necessary to replace all the cursors in this poorly performing application. The best place to start is by identifying those areas of the application that are experiencing the largest delays. You could use SQL Server Profiler to record a trace while the application executes some of the slower functions. The trace recording can be used as input for the Database Engine Tuning Advisor, as an alternative to replacing the cursor. You might be able to resolve the application problems by simply applying a few indexes. If the application performance continues to suffer, then you should consider replacing some of the cursors with set-based alternatives. You would start by identifying those cursors that take the longest to execute. For these long-running stored procedures, try to find a way to replace the cursor with one of the alternatives mentioned in Lesson 2, Designing a Cursor Strategy. Compare the execution times for the alternative with the original cursor to determine

To complete this chapter, you must have:

Identifying the Specific Networking Issue . . . . . . . . . . . . . . . . . . . . . . . . 12-21

Verifying the Computer s Network Settings . . . . . . . . . . . . . . . . . . . . . . . 12-24

if the change was successful. You might just have to do this procedure with a few of the cursors to achieve the desired performance results. There is a tradeoff to consider between development time and application performance.

Knowledge of SSAS features and components. Experience working with Microsoft SQL Server 2008 Business Intelligence Development Studio (BIDS) projects and solutions. Experience working in SQL Server Management Studio (SSMS). The SQL Server 2008 AdventureWorksDW2008 database installed.

Bridging Multiple Networks. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 12-26

Practice: Verifying the Configuration of DNS Forwarding . . . . . . . . . . . . . . 12-28

This lesson starts with some basic definitions. First, what does the term data mining mean Data mining enables you to deduce some hidden knowledge by examining, or training, the data. The knowledge you find is expressed in patterns and rules. Your unit of examination is called a case, which can be interpreted as one appearance of an entity, or a row in a table. In the process, you are using attributes of a case, called variables in data mining terminology. An additional data mining goal is to perform predictions based on found patterns. A data mining model stores information about the variables you use, the algorithm you implement on the data, and the parameters of the selected algorithm. In addition, after training is complete, the model also holds the extracted knowledge. A data mining model does not store the data used for training, but you can use drillthrough queries to browse the training data. Data mining techniques are divided into two main classes: the directed approach and the undirected approach. The directed approach uses known examples and then applies gleaned information to unknown examples to predict a selected target variable. In using the undirected approach, you are trying to discover new patterns inside the dataset as a whole. You use a directed approach to find reasons for purchases of an article, for example, and an undirected approach to find out which articles are commonly purchased together. With data mining, you can project the answers to typical business questions such as:

Lesson Review . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 12-28