BoaviztAPI

A Bottom-Up Model to Assess the Environmental Impacts of Cloud Services









Thibault Simon

David Ekchajzer

Adrien Berthelot

Eric Fourboul

Samuel Rincé

Romain Rouvoy

ICT's carbon footprint

The global objectives




The ICT trajectories

ICT's mineral footprint

« Mineral extraction has contributed to environmental degradation, population displacement, violent conflicts and human rights violations » 1

Embodied emissions

Source

« Reducing energy consumption alone fails to reduce carbon emissions » 1

Different accounting permiters

hindering meaningful comparisons

Our approach

Embodied

Usage

Embodied

Usage

Embodied

Usage

Total

Results

Cloud instance

GWP impact of a cloud instance hosted in France with 4 vCPUs, 8 GB of vRAM and 80 GB of SSD storage used for a year

Conclusion

A bottom-up approach to find actionable lever

Considering the life cycle of resources over three categories

An open-source methodology based on open-source data

Future work: GPUs, infrastructure overhead, better handling of uncertainties

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https://boavizta.org/en/join