New policy cuts cloud carbon emissions by up to 47% without SLA violations

A new research paper proposes a carbon-aware routing policy for geo-distributed serverless clouds that prioritizes reducing carbon emissions without violating service-level agreements (SLAs). The policy formulates the problem as a constrained optimization, leveraging real-world carbon intensity measurements from AWS deployments. Experiments show the policy can achieve up to 46.8% carbon reduction, with an average of 27.4% under mixed workloads, while incurring minimal routing overhead. AI

IMPACT Enables significant carbon reductions in cloud infrastructure operations without impacting user experience.

RANK_REASON Research paper published on arXiv detailing a new routing policy for cloud infrastructure. [lever_c_demoted from research: ic=1 ai=0.7]

Read on arXiv cs.LG →

• alphaXiv
• arXiv
• AWS
• CatalyzeX Code Finder for Papers
• Connected Papers
• DagsHub
• Hugging Face
• IArxiv Recommender
• Influence Flower
• Litmaps
• scite Smart Citations
• Sustainable Development Goal 13
• Sustainable Development Goal 7

• paper
• infra
• policy

AI-generated summary · Google Gemini · from 1 sources. How we write summaries →