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cs.DC2025
CarbonFlex: Enabling Carbon-aware Provisioning and Scheduling for Cloud Clusters
Walid A. Hanafy, Li Wu, David Irwin +1
Accelerating computing demand, largely from AI applications, has led to concerns about its carbon footprint. Fortunately, a significant fraction of computing demand comes from batc…
cs.DC2025
To Offload or Not To Offload: Model-driven Comparison of Edge-native and On-device Processing In the Era of Accelerators
Nathan Ng, David Irwin, Ananthram Swami +2
Computational offloading is a promising approach for overcoming resource constraints on client devices by moving some or all of an application's computations to remote servers. Wit…