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Data Modeling for Azure Data Services

You're reading from   Data Modeling for Azure Data Services Implement professional data design and structures in Azure

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Product type Paperback
Published in Jul 2021
Publisher Packt
ISBN-13 9781801077347
Length 428 pages
Edition 1st Edition
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Author (1):
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Peter ter Braake Peter ter Braake
Author Profile Icon Peter ter Braake
Peter ter Braake
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Table of Contents (16) Chapters Close

Preface 1. Section 1 – Operational/OLTP Databases
2. Chapter 1: Introduction to Databases FREE CHAPTER 3. Chapter 2: Entity Analysis 4. Chapter 3: Normalizing Data 5. Chapter 4: Provisioning and Implementing an Azure SQL DB 6. Chapter 5: Designing a NoSQL Database 7. Chapter 6: Provisioning and Implementing an Azure Cosmos DB Database 8. Section 2 – Analytics with a Data Lake and Data Warehouse
9. Chapter 7: Dimensional Modeling 10. Chapter 8: Provisioning and Implementing an Azure Synapse SQL Pool 11. Chapter 9: Data Vault Modeling 12. Chapter 10: Designing and Implementing a Data Lake Using Azure Storage 13. Section 3 – ETL with Azure Data Factory
14. Chapter 11: Implementing ETL Using Azure Data Factory 15. Other Books You May Enjoy

Extra considerations

Now that we know how to design a Cosmos DB database (whether it's a document database or a key-value database), let's take some time to consider whether to use Azure SQL Database or Azure Cosmos DB. We didn't start this chapter with a discussion of big data and the four Vs for nothing! The JSON storage of Cosmos DB gives a lot of flexibility that comes in very handy when dealing with variability. The cluster technology and the fact that you can easily create copies of a Cosmos DB database around the globe provide enormous scalability possibilities.

At the same time, it should be noted that Azure SQL Database can scale up to many terabytes, can handle XML and JSON data, has node and edge tables to do graph database queries, and can create read-only replicas around the globe. Azure SQL Database is known and proven technology with more functionality inside the database itself. SQL databases are also very much capable of optimizing queries by taking...

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