Book Image

Modern Data Architecture on AWS

By : Behram Irani
5 (1)
Book Image

Modern Data Architecture on AWS

5 (1)
By: Behram Irani

Overview of this book

Many IT leaders and professionals are adept at extracting data from a particular type of database and deriving value from it. However, designing and implementing an enterprise-wide holistic data platform with purpose-built data services, all seamlessly working in tandem with the least amount of manual intervention, still poses a challenge. This book will help you explore end-to-end solutions to common data, analytics, and AI/ML use cases by leveraging AWS services. The chapters systematically take you through all the building blocks of a modern data platform, including data lakes, data warehouses, data ingestion patterns, data consumption patterns, data governance, and AI/ML patterns. Using real-world use cases, each chapter highlights the features and functionalities of numerous AWS services to enable you to create a scalable, flexible, performant, and cost-effective modern data platform. By the end of this book, you’ll be equipped with all the necessary architectural patterns and be able to apply this knowledge to efficiently build a modern data platform for your organization using AWS services.
Table of Contents (24 chapters)
1
Part 1: Foundational Data Lake
5
Part 2: Purpose-Built Services And Unified Data Access
17
Part 3: Govern, Scale, Optimize And Operationalize

Index

As this ebook edition doesn't have fixed pagination, the page numbers below are hyperlinked for reference only, based on the printed edition of this book.

A

active learning 217

advanced query accelerator (AQUA) 129

Amazon AppFlow 60

usage patterns 60-62

use cases 61

using, for SaaS data ingestion 59, 60

Amazon Athena 61, 112, 167

features 112

for data sharing 151-155

for ETL 117-120

fundamentals 112

interactive analytics usage patterns 114, 115

performance tuning measures 348

query editor 112

used, for data federation 167, 168

with Apache Hudi 115

with Apache Iceberg 116, 117

with Delta Lake 117

workgroups 113

Amazon Athena Federated Query 167, 168

use case 170-173

working 169, 170

Amazon Athena for ETL operations

use case 117

Amazon Aurora 58, 133

zero-ETL integration, with Amazon Redshift 133

Amazon Bedrock 218, 219

Amazon CodeWhisperer 220

Amazon DataZone...