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You're reading from  Modern Data Architecture on AWS

Product typeBook
Published inAug 2023
PublisherPackt
ISBN-139781801813396
Edition1st Edition
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Author (1)
Behram Irani
Behram Irani
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Behram Irani

Behram Irani is currently a technology leader with Amazon Web Services (AWS) specializing in data, analytics and AI/ML. He has spent over 18 years in the tech industry helping organizations, from start-ups to large-scale enterprises, modernize their data platforms. In the last 6 years working at AWS, Behram has been a thought leader in the data, analytics and AI/ML space; publishing multiple papers and leading the digital transformation efforts for many organizations across the globe. Behram has completed his Bachelor of Engineering in Computer Science from the University of Pune and has an MBA degree from the University of Florida.
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Summary

This chapter was all about ensuring that the data platform that’s built is performant as well as cost-effective. We started by understanding the need for a data platform that operates optimally. If any part of the data platform is either not performing well or is very expensive, it often creates a snowball effect and affects the business negatively.

A lot of cost optimization can be achieved by optimizing the infrastructure used by the AWS services under the covers. By optimizing storage and compute resources, we can save significant costs. We also looked at some of the tools AWS provides that help in the cost optimization process.

Finally, we looked at some of the service-specific tuning settings that can help with performance improvements. The list of such improvements can be quite long for each service, but the key message was to leverage the best practices for each service and always perform a WAR before deploying workloads in production.

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Modern Data Architecture on AWS
Published in: Aug 2023Publisher: PacktISBN-13: 9781801813396

Author (1)

author image
Behram Irani

Behram Irani is currently a technology leader with Amazon Web Services (AWS) specializing in data, analytics and AI/ML. He has spent over 18 years in the tech industry helping organizations, from start-ups to large-scale enterprises, modernize their data platforms. In the last 6 years working at AWS, Behram has been a thought leader in the data, analytics and AI/ML space; publishing multiple papers and leading the digital transformation efforts for many organizations across the globe. Behram has completed his Bachelor of Engineering in Computer Science from the University of Pune and has an MBA degree from the University of Florida.
Read more about Behram Irani