activity
20202023
most citedCarbonScaler: Leveraging Cloud Workload Elasticity for Optimizing Carbon-Efficiency

71 citations · 161 across the 13 of their papers we have counts for

collaborators

13 papers

cs.DC2023

Untangling Carbon-free Energy Attribution and Carbon Intensity Estimation for Carbon-aware Computing

Diptyaroop Maji, Noman Bashir, David Irwin +2

Many organizations, including governments, utilities, and businesses, have set ambitious targets to reduce carbon emissions for their Environmental, Social, and Governance (ESG) go…

cs.DC2023★ 20 cited

The War of the Efficiencies: Understanding the Tension between Carbon and Energy Optimization

Walid A. Hanafy, Roozbeh Bostandoost, Noman Bashir +3

Major innovations in computing have been driven by scaling up computing infrastructure, while aggressively optimizing operating costs. The result is a network of worldwide datacent…

cs.DC2023★ 71 cited

CarbonScaler: Leveraging Cloud Workload Elasticity for Optimizing Carbon-Efficiency

Walid A. Hanafy, Qianlin Liang, Noman Bashir +2

Cloud platforms are increasing their emphasis on sustainability and reducing their operational carbon footprint. A common approach for reducing carbon emissions is to exploit the t…

cs.OS2022★ 6 cited

Ecovisor: A Virtual Energy System for Carbon-Efficient Applications

Abel Souza, Noman Bashir, Jorge Murillo +4

Cloud platforms' rapid growth is raising significant concerns about their carbon emissions. To reduce emissions, future cloud platforms will need to increase their reliance on rene…

cs.CY2022

Sustainable Computing -- Without the Hot Air

Noman Bashir, David Irwin, Prashant Shenoy +1

The demand for computing is continuing to grow exponentially. This growth will translate to exponential growth in computing's energy consumption unless improvements in its energy-e…

cs.LG2021★ 2 cited

A Moment in the Sun: Solar Nowcasting from Multispectral Satellite Data using Self-Supervised Learning

Akansha Singh Bansal, Trapit Bansal, David Irwin

Solar energy is now the cheapest form of electricity in history. Unfortunately, significantly increasing the grid's fraction of solar energy remains challenging due to its variabil…