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Expert Cube Development with SSAS Multidimensional Models

You're reading from   Expert Cube Development with SSAS Multidimensional Models For Analysis Service cube designers this is the hands-on tutorial that will take your expertise to a whole new level. Written by a team of Microsoft SSAS experts, it digs deep to optimize your Business Intelligence capabilities.

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Product type Paperback
Published in Feb 2014
Publisher Packt
ISBN-13 9781849689908
Length 402 pages
Edition Edition
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Toc

Table of Contents (19) Chapters Close

Expert Cube Development with SSAS Multidimensional Models
Credits
About the Authors
About the Reviewers
www.PacktPub.com
Preface
1. Designing the Data Warehouse for Analysis Services FREE CHAPTER 2. Building Basic Dimensions and Cubes 3. Designing More Complex Dimensions 4. Measures and Measure Groups 5. Handling Transactional-Level Data 6. Adding Calculations to the Cube 7. Adding Currency Conversion 8. Query Performance Tuning 9. Securing the Cube 10. Going in Production 11. Monitoring Cube Performance and Usage DAX Query Support Index

Managing processing


During development, we can process cubes or dimensions whenever we want; in a production environment, processing needs more thought though. On a very simple project, we might be able to get away with doing a Full Process on our entire Analysis Services database if it only takes a few minutes to complete. However, we usually have large data volumes to manage and a limited amount of time to perform any processing, so a Full Process simply isn't feasible - we need to think carefully about how we can only process the data that needs to be processed, and do that processing in the most efficient way possible.

Analysis Services processing can be broken down into two different tasks:

  • Dimension Processing: This involves loading data into a dimension and building indexes on it.

  • Partition Processing: This is more complex. Before we can query a cube, all of the dimensions in the cube need to be processed, and we need to process the cube itself too. A cube is made up of measure groups...

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