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Amazon Redshift Cookbook

You're reading from Amazon Redshift Cookbook

Product type Book

Published in Jul 2021

Publisher Packt

ISBN-13 9781800569683

Pages 384 pages

Edition 1st Edition

Languages

Concepts

Authors (3):

Shruti Worlikar

Thiyagarajan Arumugam

Harshida Patel

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Table of Contents (13) Chapters

Preface

1. Chapter 1: Getting Started with Amazon Redshift

2. Chapter 2: Data Management

3. Chapter 3: Loading and Unloading Data

4. Chapter 4: Data Pipelines

5. Chapter 5: Scalable Data Orchestration for Automation

6. Chapter 6: Data Authorization and Security

7. Chapter 7: Performance Optimization

8. Chapter 8: Cost Optimization

9. Chapter 9: Lake House Architecture

10. Chapter 10: Extending Redshift's Capabilities

11. Other Books You May Enjoy

Appendix

Optimizing Spectrum queries

Amazon Redshift Spectrum allows you to extend your Amazon Redshift data warehouse so that it can use SQL queries on data that is stored in Amazon S3. Optimizing Amazon Redshift Spectrum queries allows you to gain optimal throughput for SQL queries, as well as saving costs associated with them. In this recipe, we will learn how to gain insights into the performance of Spectrum-based queries and optimize them.

Getting ready

To complete this recipe, you will need the following:

An IAM user with access to Amazon Redshift and Amazon S3.
An Amazon Redshift cluster deployed in AWS region eu-west-1.
Amazon Redshift cluster master user credentials.
Access to any SQL interface, such as a SQL client or the Amazon Redshift Query Editor.
An IAM role attached to an Amazon Redshift cluster that can access Amazon S3. We will reference it in this recipe as [Your-Redshift_Role].
An AWS account number. We will reference it in this recipe as...

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Authors (3)

Shruti Worlikar

Shruti Worlikar is a cloud professional with technical expertise in data lakes and analytics across cloud platforms. Her background has led her to become an expert in on-premises-to-cloud migrations and building cloud-based scalable analytics applications. Shruti earned her bachelor's degree in electronics and telecommunications from Mumbai University in 2009 and later earned her masters' degree in telecommunications and network management from Syracuse University in 2011. Her work history includes work at J.P. Morgan Chase, MicroStrategy, and Amazon Web Services (AWS). She is currently working in the role of Manager, Analytics Specialist SA at AWS, helping customers to solve real-world analytics business challenges with cloud solutions and working with service teams to deliver real value. Shruti is the DC Chapter Director for the non-profit Women in Big Data (WiBD) and engages with chapter members to build technical and business skills to support their career advancements. Originally from Mumbai, India, Shruti currently resides in Aldie, VA, with her husband and two kids.

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Thiyagarajan Arumugam

Thiyagarajan Arumugam (Thiyagu) is a principal big data solution architect at AWS, architecting and building solutions at scale using big data to enable data-driven decisions. Prior to AWS, Thiyagu as a data engineer built big data solutions at Amazon, operating some of the largest data warehouses and migrating to and managing them. He has worked on automated data pipelines and built data lake-based platforms to manage data at scale for the customers of his data science and business analyst teams. Thiyagu is a certified AWS Solution Architect (Professional), earned his master's degree in mechanical engineering at the Indian Institute of Technology, Delhi, and is the author of several blog posts at AWS on big data. Thiyagu enjoys everything outdoors – running, cycling, ultimate frisbee – and is currently learning to play the Indian classical drum the mrudangam. Thiyagu currently resides in Austin, TX, with his wife and two kids.

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Harshida Patel

Harshida Patel is a senior analytics specialist solution architect at AWS, enabling customers to build scalable data lake and data warehousing applications using AWS analytical services. She has presented Amazon Redshift deep-dive sessions at re:Invent. Harshida has a bachelor's degree in electronics engineering and a master's in electrical and telecommunication engineering. She has over 15 years of experience architecting and building end-to-end data pipelines in the data management space. In the past, Harshida has worked in the insurance and telecommunication industries. She enjoys traveling and spending quality time with friends and family, and she lives in Virginia with her husband and son.

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