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Microsoft Tabular Modeling Cookbook

You're reading from   Microsoft Tabular Modeling Cookbook No prior knowledgeof tabular modeling is needed to benefit from this brilliant cookbook. This is the total guide to developing and managing analytical models using the Business Intelligence Semantic Models technology.

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Product type Paperback
Published in Dec 2013
Publisher Packt
ISBN-13 9781782170884
Length 320 pages
Edition 1st Edition
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Author (1):
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Paul te Braak Paul te Braak
Author Profile Icon Paul te Braak
Paul te Braak
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Table of Contents (13) Chapters Close

Preface 1. Getting Started with Excel FREE CHAPTER 2. Importing Data 3. Advanced Browsing Features 4. Time Calculations and Date Functions 5. Applied Modeling 6. Programmatic Access via Excel 7. Enterprise Design and Features 8. Enterprise Management 9. Querying the Tabular Model with DAX 10. Visualizing Data with Power View A. Installing PowerPivot and Sample Databases Index

Creating and managing partitions


The tabular model is an in-memory engine meaning that the data in the model (all models on the tabular server) is compressed and stored in the RAM while the server is running. The tabular server also stores data on the disk (storage for when the SSAS engine is not running)—however, the rule is generally that all queries against the model are performed on cached data. The exception to this, of course, is when there is not enough RAM for the engine to use, and paging occurs.

This is a stark contrast to Multidimensional Online Analytical Processing (MOLAP) storage, which stores data on the disk (notwithstanding aggregations that may have been cached). This storage requires an effective partitioning strategy as a performance consideration. That is, a strategy to physically store the data on the disk.

Aside from performance implications, partitioning is also used as a management function—it defines what data is available in the model. A common example of this is...

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