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Engineering Data Mesh in Azure Cloud

Engineering Data Mesh in Azure Cloud

By : Aniruddha Deswandikar
4.5 (6)
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Engineering Data Mesh in Azure Cloud

Engineering Data Mesh in Azure Cloud

4.5 (6)
By: Aniruddha Deswandikar

Overview of this book

Decentralizing data and centralizing governance are practical, scalable, and modern approaches to data analytics. However, implementing a data mesh can feel like changing the engine of a moving car. Most organizations struggle to start and get caught up in the concept of data domains, spending months trying to organize domains. This is where Engineering Data Mesh in Azure Cloud can help. The book starts by assessing your existing framework before helping you architect a practical design. As you progress, you’ll focus on the Microsoft Cloud Adoption Framework for Azure and the cloud-scale analytics framework, which will help you quickly set up a landing zone for your data mesh in the cloud. The book also resolves common challenges related to the adoption and implementation of a data mesh faced by real customers. It touches on the concepts of data contracts and helps you build practical data contracts that work for your organization. The last part of the book covers some common architecture patterns used for modern analytics frameworks such as artificial intelligence (AI). By the end of this book, you’ll be able to transform existing analytics frameworks into a streamlined data mesh using Microsoft Azure, thereby navigating challenges and implementing advanced architecture patterns for modern analytics workloads.
Table of Contents (23 chapters)
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1
Part 1: Rolling Out the Data Mesh in the Azure Cloud
9
Part 2: Practical Challenges of Implementing a Data Mesh
16
Part 3: Popular Data Product Architectures
17
Chapter 14: Advanced Analytics Using Azure Machine Learning, Databricks, and the Lakehouse Architecture
19
Chapter 16: Event-Driven Analytics Using Azure Event Hubs, Azure Stream Analytics, and Azure Machine Learning

Automating Deployment through Azure Resource Manager and Azure DevOps

Federation is about providing autonomy to each data product owner to make their own decisions about the storage, computing, and sharing of data. However, this autonomy cannot come at a risk to the security and compliance standards of the company. So, how do we ensure that all the landing zones and resources inside those zones are configured as per the enterprise security and privacy policy? How do we ensure that the networking for these landing zones is standardized? The answer to these questions is automation. Building standard deployment templates, maintaining and versioning them, and deploying them through a standardized pipeline is the solution to ensure that even the most complex data mesh is maintained as per enterprise standards with no room for human error.

The networking, security, and actual deployment aspects of various services are beyond the scope of this book. What this book will cover are the techniques...

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