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Database Design and Modeling with Google Cloud

You're reading from   Database Design and Modeling with Google Cloud Learn database design and development to take your data to applications, analytics, and AI

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Product type Paperback
Published in Dec 2023
Publisher Packt
ISBN-13 9781804611456
Length 234 pages
Edition 1st Edition
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Author (1):
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Abirami Sukumaran Abirami Sukumaran
Author Profile Icon Abirami Sukumaran
Abirami Sukumaran
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Table of Contents (18) Chapters Close

Preface 1. Part 1:Database Model: Business and Technical Design Considerations
2. Chapter 1: Data, Databases, and Design FREE CHAPTER 3. Chapter 2: Handling Data on the Cloud 4. Part 2:Structured Data
5. Chapter 3: Database Modeling for Structured Data 6. Chapter 4: Setting Up a Fully Managed RDBMS 7. Chapter 5: Designing an Analytical Data Warehouse 8. Part 3:Semi-Structured, Unstructured Data, and NoSQL Design
9. Chapter 6: Designing for Semi-Structured Data 10. Chapter 7: Unstructured Data Management 11. Part 4:DevOps and Databases
12. Chapter 8: DevOps and Databases 13. Part 5:Data to AI
14. Chapter 9: Data to AI – Modeling Your Databases for Analytics and ML 15. Chapter 10: Looking Ahead – Designing for LLM Applications 16. Index 17. Other Books You May Enjoy

Cloud database considerations

There are a few considerations when we decide to move to cloud databases. The previous chapter covered the various business, technical, and design considerations you must go through before choosing the right database for your application or business. Here, we want to address a few more cloud-specific aspects to keep in mind while approaching a cloud database design:

  • Security, regulations, privacy, and compliance: Security is the most important software design and delivery factor, and it sometimes can pose a challenge as well, depending upon the nature of the data and the complexity of your requirements. Teams and organizations should pay attention to cloud security standards, configurations, regulatory requirements for their product, regional (geo-specific) requirements, encryption features and stages, business policies, and other best practices and guidelines.
  • Cost: Even though we have established that you only pay as you go or pay per use...
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