You're reading from Principles of Data Fabric

Product typeBook

Published inApr 2023

PublisherPackt

ISBN-139781804615225

Edition1st Edition

Concepts

Data Engineering

Author (1)

Sonia Mezzetta

Summary

A Data Fabric design represents a data architecture that is part of enterprise architecture. It’s critical for a data architecture to align and support the business capabilities designed as part of the business architecture for an organization. To design Data Fabric, it must follow nine recognized industry principles, which are data are assets that can evolve into data products, data is shared, data is accessible, data product ownership, common vocabulary and data definitions, data security, interoperability, always be architecting, and design for automation. These principles provide the necessary guardrails in its design to ensure it provides business value while following successful practices.

In this chapter, we provided an introduction to a logical Data Fabric architecture consisting of three layers: Data Integration focused on inbound and outbound data management; Data Governance, ensuring the right level of data integrity, security, and trust are in place with...

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Principles of Data Fabric

Published in: Apr 2023Publisher: PacktISBN-13: 9781804615225

Author (1)

Sonia Mezzetta

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.
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