LACS: Learning-Augmented Algorithms for Carbon-Aware Resource Scaling with Uncertain Demand

Roozbeh Bostandoost, Adam Lechowicz, Walid A. Hanafy +3

Motivated by an imperative to reduce the carbon emissions of cloud data centers, this paper studies the online carbon-aware resource scaling problem with unknown job lengths (OCSU)…