Principles of Data Fabric
Packt Publishing Limited (Verlag)
978-1-80461-522-5 (ISBN)
Purchase of the print or Kindle book includes a free PDF eBook
Key Features
Learn to design Data Fabric architecture effectively with your choice of tool
Build and use a Data Fabric solution using DataOps and Data Mesh frameworks
Find out how to build Data Integration, Data Governance, and Self-Service analytics architecture
Book DescriptionData can be found everywhere, from cloud environments and relational and non-relational databases to data lakes, data warehouses, and data lakehouses. Data management practices can be standardized across the cloud, on-premises, and edge devices with Data Fabric, a powerful architecture that creates a unified view of data. This book will enable you to design a Data Fabric solution by addressing all the key aspects that need to be considered.
The book begins by introducing you to Data Fabric architecture, why you need them, and how they relate to other strategic data management frameworks. You’ll then quickly progress to grasping the principles of DataOps, an operational model for Data Fabric architecture. The next set of chapters will show you how to combine Data Fabric with DataOps and Data Mesh and how they work together by making the most out of it. After that, you’ll discover how to design Data Integration, Data Governance, and Self-Service analytics architecture. The book ends with technical architecture to implement distributed data management and regulatory compliance, followed by industry best practices and principles.
By the end of this data book, you will have a clear understanding of what Data Fabric is and what the architecture looks like, along with the level of effort that goes into designing a Data Fabric solution.What you will learn
Understand the core components of Data Fabric solutions
Combine Data Fabric with Data Mesh and DataOps frameworks
Implement distributed data management and regulatory compliance using Data Fabric
Manage and enforce Data Governance with active metadata using Data Fabric
Explore industry best practices for effectively implementing a Data Fabric solution
Who this book is forIf you are a data engineer, data architect, or business analyst who wants to learn all about implementing Data Fabric architecture, then this is the book for you. This book will also benefit senior data professionals such as chief data officers looking to integrate Data Fabric architecture into the broader ecosystem.
Sonia Mezzetta is a senior certified IBM architect working as a Data Fabric Program Director. She has an eye for detail and enjoys problem solving data pain points. She started her data management career in IBM as a data architect specializing in enterprise architectures. She is an expert in Data Fabric, DataOps, Data Governance, and Data Analytics. With over 20 years of experience, she has designed and architected several Enterprise data solutions. She has authored numerous data management white papers and has a master’s and bachelor’s degree in Computer Science. Sonia is originally from New York City, and currently resides in the area of Westchester County, New York.
Table of Contents
Introducing Data Fabric
Show Me the Business Value
Choosing between Data Fabric and Data Mesh
Introducing DataOps
Building a Data Strategy
Designing a Data Fabric Architecture
Designing Data Governance
Designing Data Integration and Self-Service
Realizing a Data Fabric Technical Architecture
Industry Best Practices
| Erscheinungsdatum | 12.04.2023 |
|---|---|
| Verlagsort | Birmingham |
| Sprache | englisch |
| Maße | 191 x 235 mm |
| Themenwelt | Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik |
| Mathematik / Informatik ► Informatik ► Web / Internet | |
| ISBN-10 | 1-80461-522-6 / 1804615226 |
| ISBN-13 | 978-1-80461-522-5 / 9781804615225 |
| Zustand | Neuware |
| Haben Sie eine Frage zum Produkt? |
aus dem Bereich
