Emissions budgets with MAPE-K adaptation raise task fulfillment up to 36% versus fixed rates in variable grids while matching them in stable ones, based on six-week simulations from Germany, France, and Poland.
Chasing Carbon: The Elusive Environmental Footprint of Computing
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Analysis of a compiled dataset shows steadily rising production-related environmental impacts for NVIDIA workstation graphics cards from 2013 to 2025.
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Using Budgets to Reduce Application Emissions
Emissions budgets with MAPE-K adaptation raise task fulfillment up to 36% versus fixed rates in variable grids while matching them in stable ones, based on six-week simulations from Germany, France, and Poland.