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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

SLA, SLI, and SLO

A service-level agreement (SLA) is a contract between a cloud provider and a customer that guarantees a certain level of service. For example, an SLA might guarantee that a database will be available 99.9% of the time.

Imagine you are the owner of a business that relies heavily on a cloud-based customer relationship management (CRM) system to manage interactions with your clients. You sign an SLA with your cloud service provider, and it guarantees that the CRM system will be available and accessible to your team 99.9% of the time over the course of a year. This means that you expect no more than 8 hours and 45 minutes of downtime in a year, ensuring that your business operations run smoothly.

A service-level indicator (SLI) is a metric that is used to measure the performance of a service. For example, an SLI for a database might be the average response time for queries.

Let’s consider a video streaming platform. An SLI for such a platform could be...

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