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Azure Data and AI Architect Handbook

You're reading from   Azure Data and AI Architect Handbook Adopt a structured approach to designing data and AI solutions at scale on Microsoft Azure

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Product type Paperback
Published in Jul 2023
Publisher Packt
ISBN-13 9781803234861
Length 284 pages
Edition 1st Edition
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Authors (2):
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Olivier Mertens Olivier Mertens
Author Profile Icon Olivier Mertens
Olivier Mertens
Breght Van Baelen Breght Van Baelen
Author Profile Icon Breght Van Baelen
Breght Van Baelen
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Toc

Table of Contents (18) Chapters Close

Preface 1. Part 1: Introduction to Azure Data Architect
2. Chapter 1: Introduction to Data Architectures FREE CHAPTER 3. Chapter 2: Preparing for Cloud Adoption 4. Part 2: Data Engineering on Azure
5. Chapter 3: Ingesting Data into the Cloud 6. Chapter 4: Transforming Data on Azure 7. Chapter 5: Storing Data for Consumption 8. Part 3: Data Warehousing and Analytics
9. Chapter 6: Data Warehousing 10. Chapter 7: The Semantic Layer 11. Chapter 8: Visualizing Data Using Power BI 12. Chapter 9: Advanced Analytics Using AI 13. Part 4: Data Security, Governance, and Compliance
14. Chapter 10: Enterprise-Level Data Governance and Compliance 15. Chapter 11: Introduction to Data Security 16. Index 17. Other Books You May Enjoy

Choosing the right storage solution on Azure

Now that we’ve reviewed various storage concepts, let’s examine the Azure storage options available to the cloud solution architect and how they correspond to OLTP, OLAP, and NoSQL.

Azure OLTP services

For OLTP scenarios, we will discuss the following:

  • SQL Server on Azure virtual machines
  • Azure SQL Managed Instance
  • Azure SQL Database

Briefly put, choosing an OLTP service on Azure comes down to deciding on the right SQL option. The level of manageability is a key difference between options, with SQL Server on virtual machines being an Infrastructure-as-a-Service (IaaS) solution, while Azure SQL Managed Instance and Azure SQL Database come as Platform-as-a-Service (PaaS) solutions. The differences are captured in Figure 5.4:

Figure 5.4 – The difference in the level of management between the three cloud-based SQL options

Figure 5.4 – The difference in the level of management between the three cloud-based SQL options

As with any IaaS versus PaaS situation, it...

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