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You're reading from  Principles of Data Fabric

Product typeBook
Published inApr 2023
PublisherPackt
ISBN-139781804615225
Edition1st Edition
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Author (1)
Sonia Mezzetta
Sonia Mezzetta
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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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Summary

Data Governance must be designed end to end across all the phases (Create, Ingest, Integrate, Consume, Archive, and Destroy) in a data life cycle. In this chapter, we defined a Data Governance architecture as being metadata-driven and event-driven We also defined what it means to manage metadata as a service, which focuses on the collection, integration, and storage of distributed metadata to derive insights and take action. We learned that a Data Governance layer consists of two components: active metadata and life cycle governance. We also understand that the brain of the Data Fabric architecture is active metadata, which is represented by a Metadata Knowledge Graph. The life cycle governance component consists of capabilities that are centered around Data Governance pillars such as Data Privacy, Protection, and Security, Data Quality, Data Lineage, MDM, and Metadata Management.

In the next chapter, we will focus on the two other layers in a Data Fabric architecture:...

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Principles of Data Fabric
Published in: Apr 2023Publisher: PacktISBN-13: 9781804615225

Author (1)

author image
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.
Read more about Sonia Mezzetta