The war of the efficiencies: Understanding the tension between carbon and energy optimization

WA Hanafy, R Bostandoost, N Bashir, D Irwin… - ACM SIGENERGY …, 2024 - dl.acm.org
Major innovations in computing have been driven by scaling up computing infrastructure,
while aggressively optimizing operating costs. The result is a network of worldwide …

CarbonClipper: Optimal Algorithms for Carbon-Aware Spatiotemporal Workload Management

A Lechowicz, N Christianson, B Sun, N Bashir… - arxiv preprint arxiv …, 2024 - arxiv.org
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 …

U-DUCT: Uncertainty-aware Dynamic Unified Carbon Modeling Tool for Datacenter Scheduling

W Guan, YK Zhao, C Ababei - 2024 IEEE 15th International …, 2024 - ieeexplore.ieee.org
Datacenters have been a significant source of global carbon emissions. Researchers have
developed tools to quantify the emissions of datacenters, aiming to enable environmentally …

[PDF][PDF] Data-driven Algorithm Selection for Carbon-Aware Scheduling

R Bostandoost, WA Hanafy… - Proceedings of the …, 2024 - noman-bashir.github.io
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 …