Skip to Content
Fundamentals of Metadata Management
book

Fundamentals of Metadata Management

by Ole Olesen-Bagneux
August 2025
Intermediate to advanced
250 pages
6h 47m
English
O'Reilly Media, Inc.
Content preview from Fundamentals of Metadata Management

Part III. Metadata Repositories Should Be Connected in a Meta Grid

In this last part of the book, we explore the third—small!—wave of data decentralization: the meta grid.

I propose the meta grid because metadata is a “tribal” endeavor.

However flexible or beautifully architected they may be, metamodels in metadata repositories inherently depict the task at hand—they look downward into the IT landscape to identify the metadata needed for the desired capability. Metamodels are shaped for purposes, and rightly so. After all, no technology exists without a purpose.

However, an arabesque of intentions, spanning from the strictest controls to the most daring experiments, is expressed through these metamodels, which are domain and even capability specific. This leaves us with a monumental task of repetition: the endless repetition of mapping the same metadata to an infinite number of aspirations—at astronomical costs and with increasing confusion across the enterprise. But it doesn’t have to be this way.

And that is why we need to stop looking only downward. We need to consider the context of our metadata repositories—to look sideways, to what surrounds us. Metadata is holistic and multidimensional. The metadata you seek to define already exists somewhere else, expressed slightly differently, serving a different purpose. I urge you to take a good, deep look at that. Do not ignore it. Do not begin at the whiteboard, assuming you can start from scratch with your impeccably crafted standards ...

Become an O’Reilly member and get unlimited access to this title plus top books and audiobooks from O’Reilly and nearly 200 top publishers, thousands of courses curated by job role, 150+ live events each month,
and much more.

Read now

Unlock full access

More than 5,000 organizations count on O’Reilly

AirBnbBlueOriginElectronic ArtsHomeDepotNasdaqRakutenTata Consultancy Services

QuotationMarkO’Reilly covers everything we've got, with content to help us build a world-class technology community, upgrade the capabilities and competencies of our teams, and improve overall team performance as well as their engagement.
Julian F.
Head of Cybersecurity
QuotationMarkI wanted to learn C and C++, but it didn't click for me until I picked up an O'Reilly book. When I went on the O’Reilly platform, I was astonished to find all the books there, plus live events and sandboxes so you could play around with the technology.
Addison B.
Field Engineer
QuotationMarkI’ve been on the O’Reilly platform for more than eight years. I use a couple of learning platforms, but I'm on O'Reilly more than anybody else. When you're there, you start learning. I'm never disappointed.
Amir M.
Data Platform Tech Lead
QuotationMarkI'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.
Mark W.
Embedded Software Engineer

You might also like

Data Governance with Unity Catalog on Databricks

Data Governance with Unity Catalog on Databricks

Kiran Sreekumar, Karthik Subbarao
Data Governance: The Definitive Guide

Data Governance: The Definitive Guide

Evren Eryurek, Uri Gilad, Valliappa Lakshmanan, Anita Kibunguchy-Grant, Jessi Ashdown
AI Agents in Action

AI Agents in Action

Micheal Lanham

Publisher Resources

ISBN: 9781098162818Errata Page