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Principles of Data Fabric

You're reading from   Principles of Data Fabric Become a data-driven organization by implementing Data Fabric solutions efficiently

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Product type Paperback
Published in Apr 2023
Publisher Packt
ISBN-13 9781804615225
Length 188 pages
Edition 1st Edition
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Authors (2):
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DR. Tommy Dang DR. Tommy Dang
Author Profile Icon DR. Tommy Dang
DR. Tommy Dang
Sonia Mezzetta Sonia Mezzetta
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Sonia Mezzetta
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Table of Contents (16) Chapters Close

Preface 1. Part 1: The Building Blocks
2. Chapter 1: Introducing Data Fabric FREE CHAPTER 3. Chapter 2: Show Me the Business Value 4. Part 2: Complementary Data Management Approaches and Strategies
5. Chapter 3: Choosing between Data Fabric and Data Mesh 6. Chapter 4: Introducing DataOps 7. Chapter 5: Building a Data Strategy 8. Part 3: Designing and Realizing Data Fabric Architecture
9. Chapter 6: Designing a Data Fabric Architecture 10. Chapter 7: Designing Data Governance 11. Chapter 8: Designing Data Integration and Self-Service 12. Chapter 9: Realizing a Data Fabric Technical Architecture 13. Chapter 10: Industry Best Practices 14. Index 15. Other Books You May Enjoy

The Data Fabric’s governance applied

The data life cycle is typically represented by the journey data takes from when it comes into existence to the point at which it is destroyed. As this applies to the Data Governance layer in a Data Fabric architecture, certain specific steps and considerations are taken. Each of the actions taken respects the Data Fabric principles as part of the overall architecture. Figure 7.6 represents the logical data life cycle phases in which Data Governance must be applied. Data won’t always flow across every phase. However, the Data Governance layer must account for every phase with the necessary capabilities to ensure it is properly protected and secured.

Figure 7.6 – Data life cycle phases

Figure 7.6 – Data life cycle phases

Note

The life cycle of data can be represented in different ways with various points of view depending on the scope and objectives. There isn’t one standard, as all have their own level of focus. Some might...

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