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Sustainable Cloud Development
Sustainable Cloud Development

Sustainable Cloud Development: Optimize cloud workloads for environmental impact in the GenAI era

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Profile Icon Parth Girish Patel Profile Icon Ishneet Kaur Dua Profile Icon Steven David
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€26.98 €29.99
eBook Mar 2025 276 pages 1st Edition
eBook
€26.98 €29.99
Paperback
€37.99
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Renews at €18.99p/m
Arrow left icon
Profile Icon Parth Girish Patel Profile Icon Ishneet Kaur Dua Profile Icon Steven David
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€26.98 €29.99
eBook Mar 2025 276 pages 1st Edition
eBook
€26.98 €29.99
Paperback
€37.99
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Free Trial
Renews at €18.99p/m
eBook
€26.98 €29.99
Paperback
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Sustainable Cloud Development

Foundation of Sustainable Cloud Computing and Carbon Footprint Analysis

In today’s digitally driven world, cloud computing has transformed the way we manage and access data, offering unparalleled flexibility and scalability. However, this convenience comes at a significant environmental cost. The high energy consumption of data centers and the ever-growing demand for cloud services substantially contribute to global carbon emissions.

This chapter serves as the foundation of our journey toward a more sustainable future in cloud computing. We will explore the environmental impact of cloud convenience, quantifying the carbon footprint associated with this technology. Additionally, we will present a comprehensive three-dimensional analysis of cloud sustainability, encompassing its economic, social, and environmental aspects.

In this chapter, you will gain insights into measurement and mitigation strategies for cloud carbon footprints, enabling informed decisions and sustainable...

The environmental cost of cloud convenience

Cloud computing has become an undeniable force in the digital age, transforming how businesses and individuals access computing power. Its widespread adoption over the past decade has fueled innovation across industries, from small businesses to web giants. This has increased the speed at which companies have been able to leverage digital technology to advance business goals. Worldwide spending on public cloud services is forecast to reach $1.35 trillion in 2027, according to the latest update to the International Data Corporation (IDC)’s Worldwide Software and Public Cloud Services Spending Guide. Although annual spending growth is expected to slow slightly over the 2023-2027 forecast period, the market is forecast to achieve a five-year Compound Annual Growth Rate (CAGR) of 19.9% (https://finance.yahoo.com/news/worldwide-public-cloud-services-revenues-130000007.html?fr=sycsrp_catchall). Cloud computing offers efficiency advantages...

The environmental cost of technological convenience

Cloud computing’s meteoric rise over the past decade has undeniably revolutionized how businesses and individuals access digital capabilities. Cloud has increased the pace at which technology can be adopted. This leap forward in digital capability comes with a persistent challenge – a growing carbon footprint associated with the infrastructure powering the cloud.

Figure 1.3 shows a consistent upward trend in the energy consumption of data centers worldwide during the period of 2010 to 2017, with a significant increase observed over the eight-year span.

Figure 1.3 – Energy consumption of data centers worldwide (source: https://www.researchgate.net/figure/Energy-consumption-of-servers-and-data-centers-worldwide-in-the-years-2010-to-2017_fig4_341427004)

Figure 1.3 – Energy consumption of data centers worldwide (source: https://www.researchgate.net/figure/Energy-consumption-of-servers-and-data-centers-worldwide-in-the-years-2010-to-2017_fig4_341427004)

The concept of a carbon footprint refers to the totality of GHG emissions, primarily CO2, generated by an activity, product, or organization...

Unveiling cloud sustainability

As cloud computing continues to grow and reshape the modern technological landscape, it is crucial to examine its environmental impact and explore strategies for sustainable development. Cloud computing offers significant potential for reducing carbon emissions and promoting eco-friendly practices, but it also presents challenges that must be addressed proactively. To fully understand the relationship between cloud computing and sustainability, we must analyze it from three distinct yet interconnected perspectives.

Cloud efficiency optimization strategies

Cloud computing relies on a complex ecosystem – the cloud stack – consisting of hardware, software, and infrastructure elements that collectively determine its environmental footprint. While geographic factors such as energy sources play a role, true efficiency requires optimizing across the entire stack.

At the hardware level, energy-efficient servers, storage devices, and networking...

Demystifying cloud carbon footprints

The surging popularity of cloud computing necessitates a closer look at its environmental impact. Data centers, the backbone of cloud services, consume vast amounts of energy, raising concerns about GHG emissions. This analysis explores how leading cloud providers measure and analyze their carbon footprint, highlighting critical methodologies and potential reduction strategies.

Standardized environmental impact measurement

Several established methodologies provide a framework for measuring an organization’s carbon footprint:

  • GHG Protocol: Developed by the World Resources Institute (WRI) and the World Business Council for Sustainable Development (WBCSD), this widely used standard offers guidelines for corporate GHG accounting and reporting.
  • The Climate Registry’s General Reporting Protocol: This protocol, established by a non-profit organization, provides guidance for measuring, reporting, and verifying GHG emissions...

Sustainable cloud development

The cloud has become an essential part of our digital world, but its rapid growth has environmental consequences. This section explores the challenges and opportunities associated with sustainable cloud development.

Challenges in cloud expansion

The ever-increasing demand for cloud services necessitates the expansion of data centers, which are significant energy consumers. Many data centers rely on fossil fuels, raising concerns about their carbon footprint. Cloud providers often prioritize short-term growth over long-term sustainability, making it difficult to find the right balance.

Technological advancements such as energy-efficient chips and liquid cooling can significantly reduce energy consumption. However, these solutions face challenges such as high upfront costs and compatibility issues.

Cloud sustainability extends beyond technology. It requires aligning the interests of cloud providers (focused on growth), consumers (focused on cost...

Cloud providers take action

Cloud computing’s undeniable benefits come with an environmental cost. Fortunately, major cloud service providers are actively addressing this challenge through various sustainability initiatives. Let’s delve into the specific efforts of some leading players.

Renewable energy integration

A common thread across these initiatives is the commitment to renewable energy. AWS has set ambitious targets: 100% renewable energy by 2025 and net-zero carbon emissions by 2040. Similarly, Microsoft Azure and Oracle Cloud aim for 100% renewable energy in data centers by 2025. GCP achieved this milestone in 2017 and is pushing the boundaries with a goal of 24/7 carbon-free energy by 2030. These companies are not just consumers of clean energy; they’re actively investing in renewable energy projects such as wind and solar farms, contributing directly to a greener grid.

Power optimization fundamentals

Beyond renewable energy, cloud providers...

Summary

This chapter provided a comprehensive overview of sustainable cloud computing and strategies to mitigate the environmental impact of cloud services. It highlighted the growing energy demands and carbon footprint of data centers powering the cloud, driven by the surge in digital technology usage. Geographic factors such as energy sources and renewable potential were examined. The chapter quantified cloud emissions across different scopes and analyzed sustainability holistically through three perspectives – in the cloud, of the cloud infrastructure, and through the cloud’s broader impact.

The chapter also discussed measurement methodologies and best practices for calculating granular carbon and explored the challenges of balancing cloud growth with sustainability concerns, as well as opportunities for the cloud to drive positive environmental change through virtualization, machine learning, transparency, and collaboration. It outlined the renewable energy commitments...

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Key benefits

  • Discover sustainable cloud practices, including carbon footprint analysis, optimization, and security
  • Explore best practices, insights, and case studies for implementing sustainable solutions like generative AI workloads
  • Learn cost-saving strategies through efficient resource use and business alignment
  • Purchase of the print or Kindle book includes a free PDF eBook

Description

Written by three seasoned AWS solution architects, sustainability mentors, and thought leaders, Sustainable Cloud Development equips cloud professionals with actionable strategies to design, build, and optimize workloads that minimize environmental impact, while maintaining performance and scalability. This book combines practical insights, best practices, and case studies to help you align your cloud operations with global sustainability goals. From foundational concepts such as carbon footprint measurement to advanced techniques such as sustainable software architecture, generative AI lifecycle optimization, and cost-efficient cloud practices, this book covers every aspect of sustainable cloud development. You’ll get to grips with key tools, including AWS Cost Explorer, for analyzing costs and usage over time to right-size deployments; auto scaling for automatically scaling compute resources dynamically based on demand; Amazon Trusted Advisor for reviewing optimization recommendations across critical areas such as cost, performance, and security; and Amazon CloudWatch for detailed monitoring and threshold-based alerting around all resources and applications. This book serves as a practical blueprint for optimizing your cloud workloads for both high performance and a minimal environmental footprint.

Who is this book for?

This book is for cloud architects, engineers, DevOps professionals, and IT sustainability specialists who want to align their cloud practices with environmental goals. It also caters to software developers eager to build green, efficient solutions. A basic understanding of cloud services and IT infrastructure is necessary.

What you will learn

  • Explore the principles of sustainable cloud computing and application performance analysis
  • Discover best practices for data lifecycle management, storage optimization, and networking efficiency
  • Understand and analyze the carbon footprint of cloud applications
  • Implement sustainable software architecture and coding patterns
  • Optimize the lifecycle and consumption of generative AI models
  • Align cloud services with sustainability goals and global regulations
  • Explore eco-friendly generative AI practices, including efficient model deployment

Product Details

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Publication date : Mar 28, 2025
Length: 276 pages
Edition : 1st
Language : English
ISBN-13 : 9781836208402
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Product Details

Publication date : Mar 28, 2025
Length: 276 pages
Edition : 1st
Language : English
ISBN-13 : 9781836208402
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Table of Contents

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