The war of the efficiencies: Understanding the tension between carbon and energy optimization
Major innovations in computing have been driven by scaling up computing infrastructure,
while aggressively optimizing operating costs. The result is a network of worldwide …
while aggressively optimizing operating costs. The result is a network of worldwide …
CarbonClipper: Optimal Algorithms for Carbon-Aware Spatiotemporal Workload Management
We study carbon-aware spatiotemporal workload management, which seeks to address the
growing environmental impact of data centers. We formalize this as an online problem called …
growing environmental impact of data centers. We formalize this as an online problem called …
U-DUCT: Uncertainty-aware Dynamic Unified Carbon Modeling Tool for Datacenter Scheduling
Datacenters have been a significant source of global carbon emissions. Researchers have
developed tools to quantify the emissions of datacenters, aiming to enable environmentally …
developed tools to quantify the emissions of datacenters, aiming to enable environmentally …
[PDF][PDF] Data-driven Algorithm Selection for Carbon-Aware Scheduling
As computing demand continues to grow, minimizing its environmental impact has become
crucial. This paper presents a study on carbon-aware scheduling algorithms, focusing on …
crucial. This paper presents a study on carbon-aware scheduling algorithms, focusing on …