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Managing Data as a Product

You're reading from   Managing Data as a Product Design and build data-product-centered socio-technical architectures

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Product type Paperback
Published in Nov 2024
Publisher Packt
ISBN-13 9781835468531
Length 368 pages
Edition 1st Edition
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Author (1):
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Andrea Gioia Andrea Gioia
Author Profile Icon Andrea Gioia
Andrea Gioia
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Table of Contents (18) Chapters Close

Preface 1. Part 1: Data Products and the Power of Modular Architectures
2. Chapter 1: From Data as a Byproduct to Data as a Product FREE CHAPTER 3. Chapter 2: Data Products 4. Chapter 3: Data Product-Centered Architectures 5. Part 2: Managing the Data Product Lifecycle
6. Chapter 4: Identifying Data Products and Prioritizing Developments 7. Chapter 5: Designing and Implementing Data Products 8. Chapter 6: Operating Data Products in Production 9. Chapter 7: Automating Data Product Lifecycle Management 10. Part 3: Designing a Successful Data Product Strategy
11. Chapter 8: Moving through the Adoption Journey 12. Chapter 9: Team Topologies and Data Ownership at Scale 13. Chapter 10: Distributed Data Modeling 14. Chapter 11: Building an AI-Ready Information Architecture 15. Chapter 12: Bringing It All Together 16. Index 17. Other Books You May Enjoy

Designing a data-product-centric architecture

The transition from a monolithic data management solution to a modular one based on treating data as a product represents a true paradigm shift, demanding interventions at both the technological and organizational architecture levels. In this section, we’ll explore the key elements to consider when designing such a socio-technological architecture.

System architecture

A system is a collection of interconnected components or elements that work together to achieve a common purpose or function. In our case, the system we aim to define the architecture for is a modular data management solution designed to make data assets easily usable in supporting the achievement of the organization’s strategic objectives. But what exactly is the architecture of a system? Numerous definitions exist in the literature. Ralph Johnson, co-author of Design Patterns: Elements of Reusable Object-Oriented Software, defines the architecture of...

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