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Modern Data Architecture on AWS

You're reading from  Modern Data Architecture on AWS

Product type Book
Published in Aug 2023
Publisher Packt
ISBN-13 9781801813396
Pages 420 pages
Edition 1st Edition
Languages
Author (1):
Behram Irani Behram Irani
Profile icon Behram Irani

Table of Contents (24) Chapters

Preface Part 1: Foundational Data Lake
Prologue: The Data and Analytics Journey So Far Chapter 1: Modern Data Architecture on AWS Chapter 2: Scalable Data Lakes Part 2: Purpose-Built Services And Unified Data Access
Chapter 3: Batch Data Ingestion Chapter 4: Streaming Data Ingestion Chapter 5: Data Processing Chapter 6: Interactive Analytics Chapter 7: Data Warehousing Chapter 8: Data Sharing Chapter 9: Data Federation Chapter 10: Predictive Analytics Chapter 11: Generative AI Chapter 12: Operational Analytics Chapter 13: Business Intelligence Part 3: Govern, Scale, Optimize And Operationalize
Chapter 14: Data Governance Chapter 15: Data Mesh Chapter 16: Performant and Cost-Effective Data Platform Chapter 17: Automate, Operationalize, and Monetize Index Other Books You May Enjoy

Data mesh on AWS

To translate the concepts of data mesh to a data platform built using AWS services, we need to look at how the data is ingested, proceeded, and shared for consumption. The core purpose-built AWS analytics services remain the same, each performing specific tasks in the data platform. However, instead of placing all such services inside a single AWS account, they are all spread into different AWS accounts, owned and managed by different teams or business units. These accounts are constantly producing and/or consuming data, with the eventual goal of deriving value for the whole organization.

All the analytics services and architectures we’ve discussed in this book remain the same – it’s just the design philosophy around data production, data sharing, and data governance all become distributed and completely decoupled in nature. Instead of point-to-point data sharing across AWS accounts using bucket and IAM policies, a completely different mechanism...

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