Clouding the Future: Innovating Towards Net-Zero Emissions

Authors

  • Sridhar Mahadevan Independent Researcher

DOI:

https://doi.org/10.47941/ijce.2127

Keywords:

Cloud Migration, Sustainability, Generative AI, Serverless Automation, Energy Efficiency

Abstract

Purpose: This paper explores the intersection of cloud computing, generative artificial intelligence (AI), and sustainability, focusing on how these technologies can drive the transition towards net-zero emissions. The aim is to assess how integrating cloud-based solutions and AI can enhance energy efficiency and support environmental goals.

Methodology: The study employs a comprehensive review of recent literature, industry reports, and case studies from major cloud providers and technology companies. It analyzes the sustainability commitments of leading cloud providers, evaluates the role of generative AI in optimizing resource utilization, and examines the benefits of serverless automation in reducing carbon footprints.

Findings: The research finds that cloud providers are making significant strides in sustainability through ambitious climate commitments and energy-efficient technologies. Generative AI is shown to improve decision-making and resource management, while serverless automation optimizes resource use and minimizes energy consumption. These advancements collectively contribute to achieving long-term sustainability goals and enhancing operational efficiency.

Unique Contribution to Theory, Practice, and Policy: This paper provides a novel perspective on leveraging generative AI and serverless automation for sustainability. It offers actionable recommendations for organizations to integrate these technologies into their cloud strategies, emphasizing the importance of aligning with ESG criteria and optimizing data center operations. The findings support the development of policies that encourage technological innovation in the pursuit of environmental stewardship and carbon neutrality.

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References

International Energy Agency. (2024). Electricity 2024: Executive summary. Retrieved from https://www.iea.org/reports/electricity-2024/executive-summary

Amazon Web Services. (n.d.). AWS carbon footprint and AI workload. Retrieved from https://www.aboutamazon.com/news/aws/aws-carbon-footprint-ai-workload

Oracle Corporation. (n.d.). Renewable energy guidance. Retrieved from https://www.oracle.com/a/ocom/docs/renewable-energy-guidance.pdf

Microsoft Corporation. (n.d.). Microsoft Azure global infrastructure: Sustainability. Retrieved from https://azure.microsoft.com/en-us/explore/global-infrastructure/sustainability

Google Cloud. (n.d.). Sustainability at Google Cloud. Retrieved from https://cloud.google.com/sustainability?hl=en

Alibaba Cloud. (2024). Alibaba Cloud Energy Expert helps analyze carbon emissions. Retrieved from https://www.alibabacloud.com/en/press-room/alibaba-cloud-energy-expert-helps-analyze-carbon?_p_lc=1

Netflix Technology Blog. (2020, February 26). Netflix streaming — More energy efficient than breathing. Netflix TechBlog. https://netflixtechblog.com/netflix-streaming-more-energy-efficient-than-breathing-57658d47b9fd

Wang, C. (2022, April 18). The environmental impact of AWS cloud sustainability. Medium. https://medium.com/codex/the-environmental-impact-of-aws-cloud-sustainability-c4693e741ff2

Samsung Semiconductor. (n.d.). Alliance for water stewardship certification. Samsung Semiconductor. https://semiconductor.samsung.com/emea/sustainability/environment/preserving-nature/alliance-for-water-stewardship-certification/

Amazon Web Services. (2021, November 3). Capital One brings sustainability to its cloud migration. AWS Blog. https://aws.amazon.com/blogs/industries/capital-one-brings-sustainability-to-its-cloud-migration/

IEEE Region 4. (2024). IEEE Region 4 newsletter: Q1 2024. IEEE. https://r4.ieee.org/wp-content/uploads/2024/04/2024_Q1_R4_newsletter_final.pdf

Amazon Web Services (2024) highlights how AI and cloud technologies can support resource optimization and ESG initiatives. https://aws.amazon.com/sustainability/

Google Cloud (2024) provides insights into how AI contributes to sustainable practices and ESG alignment. https://cloud.google.com/sustainability?hl=en

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Published

2024-07-27

How to Cite

Mahadevan, S. (2024). Clouding the Future: Innovating Towards Net-Zero Emissions. International Journal of Computing and Engineering, 6(2), 17–23. https://doi.org/10.47941/ijce.2127

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Section

Articles