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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
Concepts
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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

System, query, and performance insights

Understanding the functioning of your database system, application, performance, cost, and security-related factors are key considerations when it comes to database operations and observability. Google Cloud provides insights on system, query, performance, cost, security, and so on. System insights allow you to track important attributes such as system usage, availability, CPU utilization, disk utilization, database load, and so on, and proactively focus on finding patterns and taking actions. Query insights provide help in the detection and diagnosis of issues in the performance of your instance by examining queries in your application. There are more such insights. These insights provide information using historical and near real-time data, and at the same time, provide actionable prescriptive alerts with regard to your services. If you can enable these for your data and application, where available, you will be able to enhance the performance...

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