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Denormalization in SQL Server

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The intentional introduce of redundancy in a table in order to improve performance is called “Denormalization”. Denormalization is a technique to move from higher to lower normal forms of database modeling in order to speed up database access. Denormalization is usually done to decrease the time required to execute complex queries

Queries that have a lot of complex joins will require more CPU usage and will adversely affect performance. Sometimes, it is good to denormalize parts of the database.

Examples of design changes to denormalize the database and improve performance are:
ORDERS
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PRODUCTS
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If you have calculated the total cost of each order placed as the cost of the product plus a tax of 10% of the product cost, the query to calculate the total cost sales as follows:

select sum((cost*qty)+(0.10*cost*qty)) from orders join products on orders.ProductId =products.ProductId

If there are thousands of rows, the server will take a lot of time to process the query and return the results as there is a join and computation involved.

ORDERS
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To find the total sales write simple query:

select SUM(ORDERCOST)from orders
posted Feb 20, 2014 by Amit Kumar Pandey

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Displaying the Row Number in a SELECT Query was not easy with SQL 2000 or less where you need to create a temp table to display the row numbers for a returned result set. 

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When you run the above query, you will see results like those below. This avoids creating temp tables.

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What really happens here is that the ROW_NUMBER()assigns a unique number to each row to which it is applied (either each row in the partition or each row returned by the query), in the ordered sequence of rows specified in the order_by_clause, beginning with 1.

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