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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

Scalability

Scalability is the ability of a system to handle increasing demands for resources. In the context of databases, scalability refers to the ability of a database to handle increasing demands for data storage and processing. There are two fundamental types of scalability that are vastly discussed:

  • Vertical scalability: Vertical scalability is the ability of a system to handle increasing demands by increasing the capacity of its resources. For example, a database can be vertically scaled by increasing the amount of memory or storage available to it.
  • Horizontal scalability: Horizontal scalability is the ability of a system to handle increasing demands by adding more nodes to the system. For example, a database can be horizontally scaled by adding more database servers to the cluster. Replication can also be considered as one of the ways of performing horizontal scaling, making the data more available within and across regions.

Simply put, horizontal scaling...

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