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Sustainable Cloud Development

You're reading from   Sustainable Cloud Development Optimize cloud workloads for environmental impact in the GenAI era

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Product type Paperback
Published in Mar 2025
Publisher Packt
ISBN-13 9781836208419
Length 276 pages
Edition 1st Edition
Languages
Concepts
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Authors (3):
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Parth Girish Patel Parth Girish Patel
Author Profile Icon Parth Girish Patel
Parth Girish Patel
LinkedIn
Parth Girish Patel is a seasoned architect with 17 years of experience in management consulting and cloud computing. At AWS, he specializes in AI/ML, generative AI, sustainability, and cloud-native solutions. His career journey from software engineering to consulting at Deloitte has given him a unique blend of business and technical expertise. As an AWS solutions architect, Parth guides customers through cloud adoption and AI implementation, offering insights into scalable architectures and end-to-end ML solutions. Proficient in AWS, Azure, GCP, and various ML skills, he tackles diverse technical challenges. Parth is passionate about sustainable and ethical AI, emphasizing transparency and environmental consciousness. He mentors teams and individuals, fostering innovation and driving positive impact across organizations and society.
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See other products by Parth Girish Patel
Ishneet Kaur Dua Ishneet Kaur Dua
Author Profile Icon Ishneet Kaur Dua
Ishneet Kaur Dua
LinkedIn
Ishneet Kaur Dua is a seasoned solutions architect with over a decade of experience in generative AI, machine learning, environmental sustainability, and cloud computing. She excels in designing resilient systems on major cloud platforms such as AWS, GCP, and Azure. Ishneet's expertise spans low-code ML, computer vision, NLP, and predictive analytics. As an advocate for ethical AI, she ensures fairness and transparency while promoting accessibility through open source initiatives. A thought leader in AI/ML, cloud architecture, and sustainability, Ishneet speaks at global tech conferences and mentors women in STEM. Her vision is to harness technology for positive change, addressing real-world challenges and creating opportunities for all.
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See other products by Ishneet Kaur Dua
Steven David Steven David
Author Profile Icon Steven David
Steven David
LinkedIn
Steven David has over 25 years of experience in the technology industry, spanning sectors such as energy, retail, financial services, and manufacturing. His expertise lies in adopting cutting-edge technologies to drive business value, leading to extensive hands-on experience in designing and implementing custom solutions integrated with third-party products. At AWS for the past seven years, Steven has specialized in application modernization and sustainability, shaping containerization strategies and leading initiatives in the western Americas region. Passionate about mentoring emerging talent, he supports diverse perspectives and believes sustainable IT will significantly impact future generations by laying the groundwork for innovative design patterns in technology.
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Toc

Table of Contents (19) Chapters Close

Preface 1. Part 1: Introduction to Sustainability and Carbon Footprints in the Cloud FREE CHAPTER
2. Chapter 1: Foundation of Sustainable Cloud Computing and Carbon Footprint Analysis 3. Chapter 2: Energy and Compute Efficiency in Cloud Infrastructure 4. Part 2: Optimizing Cloud Infrastructure Using Sustainable Architectural Practices
5. Chapter 3: Sustainable Data Management and Storage Optimization 6. Chapter 4: Network Optimization for Sustainability 7. Chapter 5: Security, Observability, and Monitoring in Sustainable Cloud Development 8. Chapter 6: Sustainable Software Architecture and Design Patterns 9. Chapter 7: Sustainable Environment Alignment with Business Usage Patterns 10. Chapter 8: Sustainable DevOps and CI/CD Practices 11. Chapter 9: Cost Optimization through Sustainable Operation 12. Part 3: Sustainable Architectural Patterns for GenAI Workloads
13. Chapter 10: Optimizing the GenAI Lifecycle for Sustainability 14. Chapter 11: Optimizing the Consumption of GenAI Foundational Models 15. Chapter 12: Case Studies and Best Practices 16. Chapter 13: Pillars of a Sustainable Technology Future 17. Index 18. Other Books You May Enjoy

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

accelerator utilization, maximizing 160

GPUs and specialized hardware, leveraging 160, 161

time-sharing and multi-tenancy, implementing 161, 162

workload distribution, optimizing across accelerators 161

adaptive learning rates 182

advanced cooling technologies 225

agglomerative 50

agile sustainability practices

continuous environmental impact assessment 136

eco-friendly technology stack selection 137

green coding practices, implementing 136

green UX/UI design principles 138

implementing 136

sustainable sprint planning and backlog refinement 137

AI Act 233

Amazon CloudWatch

dashboard 154

Amazon CodeGuru Profiler 140

Amazon EC2 instance 139

Amazon Elastic Block Store (EBS) 139

Amazon Elastic Container Registry (ECR) 144

Amazon Elastic...

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Authors (3)

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Profile icon Parth Girish Patel
Parth Girish Patel
LinkedIn icon
Parth Girish Patel is a seasoned architect with 17 years of experience in management consulting and cloud computing. At AWS, he specializes in AI/ML, generative AI, sustainability, and cloud-native solutions. His career journey from software engineering to consulting at Deloitte has given him a unique blend of business and technical expertise. As an AWS solutions architect, Parth guides customers through cloud adoption and AI implementation, offering insights into scalable architectures and end-to-end ML solutions. Proficient in AWS, Azure, GCP, and various ML skills, he tackles diverse technical challenges. Parth is passionate about sustainable and ethical AI, emphasizing transparency and environmental consciousness. He mentors teams and individuals, fostering innovation and driving positive impact across organizations and society.
Read more
See other products by Parth Girish Patel
Profile icon Ishneet Kaur Dua
Ishneet Kaur Dua
LinkedIn icon Github icon
Ishneet Kaur Dua is a seasoned solutions architect with over a decade of experience in generative AI, machine learning, environmental sustainability, and cloud computing. She excels in designing resilient systems on major cloud platforms such as AWS, GCP, and Azure. Ishneet's expertise spans low-code ML, computer vision, NLP, and predictive analytics. As an advocate for ethical AI, she ensures fairness and transparency while promoting accessibility through open source initiatives. A thought leader in AI/ML, cloud architecture, and sustainability, Ishneet speaks at global tech conferences and mentors women in STEM. Her vision is to harness technology for positive change, addressing real-world challenges and creating opportunities for all.
Read more
See other products by Ishneet Kaur Dua
Profile icon Steven David
Steven David
LinkedIn icon Github icon
Steven David has over 25 years of experience in the technology industry, spanning sectors such as energy, retail, financial services, and manufacturing. His expertise lies in adopting cutting-edge technologies to drive business value, leading to extensive hands-on experience in designing and implementing custom solutions integrated with third-party products. At AWS for the past seven years, Steven has specialized in application modernization and sustainability, shaping containerization strategies and leading initiatives in the western Americas region. Passionate about mentoring emerging talent, he supports diverse perspectives and believes sustainable IT will significantly impact future generations by laying the groundwork for innovative design patterns in technology.
Read more
See other products by Steven David
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