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James Serra's Blog

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    Many-to-Many Dimensions

    In SSAS, data structures do not always conform to the snowflake or star schema model where one fact is associated with a single dimension member.  For example, consider the example of financial transactions in accounts that can have one or more customers. This can be modeled as: The relationship ......

    James Serra  Posted on Nov 14 2011 12:00AM
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    Sometimes temp tables can be your best friend

    Here is a quick example of when using temporary tables will give you a big performance gain.  I recently was given this query to improve, as it was taking over 15 hours to run: SELECT * FROM ( SELECT * FROM GL_Star_FactsDetails GL LEFT JOIN DimAccount ACCT on GL.Account = ACCT.AccountRapidDe......

    James Serra  Posted on Oct 10 2011 12:00AM
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    Formula engine and storage engine in SSAS

    In SSAS, to improve query performance, it’s important to understand what happens inside analysis services when a query is run.  Analysis Services is made up of two engines: Formula Engine (FE) – It is single-threaded.  It processes the MDX queries, determines what data is needed to answer the......

    James Serra  Posted on Oct 14 2011 12:00AM
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    Denormalizing dimension tables

    When building a SSAS cube, you typically have a star schema containing dimension tables and fact tables.  For dimension tables, you generally model these as one table per object.  Building the dimension in the ETL system involves joining the various normalized description and hierarchy tables that p......

    James Serra  Posted on Oct 7 2011 12:00AM
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    Miss TechEd Australia 2011? No problem, all videos are online

    As you may know, the TechEd in the U.S. is not the only one.  There have been many all over the world, and it 2011 there have been one’s in New Zealand, Australia, and next month in Russia.  The Australia and New Zealand TechEd ended a couple of months ago, and all the videos from those sessio......

    James Serra  Posted on Oct 26 2011 12:00AM
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    Normalizing Your Database

    If you’ve been working with databases for any length of time, you have heard the term normalization. Normalization is the process of efficiently organizing data in a database.  There are two goals of the normalization process: eliminating redundant data (for example, storing the same data in ......

    James Serra  Posted on Jan 6 2012 12:00AM
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    What is a Microsoft Regional Director?

    First off, they don’t work for Microsoft.  A Microsoft Regional Director (RD) is an unbiased third-party evangelist of Microsoft products and services.  Regional Directors are members of an elite, worldwide group of technology thought-leaders known for their national and international speaking......

    James Serra  Posted on Sep 26 2011 12:00AM
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    How to prevent blocking in your SQL Server database

    As a SQL Server DBA, usually the largest databases in size and in number of users that I had to manage was an ERP database, such as Microsoft Dynamics AX.  And because these types of database typically have a lot of users, database blocking was a major concern.  This would manifest itself via calls ......

    James Serra  Posted on Sep 12 2011 12:00AM
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    SQL Server 2012: New Certifications

    As a follow-up to my post SQL Server “Denali”: New Certifications, the seven exams for SQL Server 2012 are: Querying Microsoft SQL Server (70-461) [BI and DBA] Administering a Microsoft SQL Server 2012 Database (70-462) [DBA] Building Data Warehouses with Microsoft SQL Server 2012 (70-463) [BI]......

    James Serra  Posted on Nov 7 2011 12:00AM
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