Enabling Sustainable Cloud Computing With Low-Carbon Server Design

To combat climate change, we must reduce carbon emissions from hyperscale cloud computing. We find that compute servers cause the majority of a general-purpose cloud’s emissions. Thus, we motivate designing carbon-efficient compute server Stock Keeping Units (SKUs), or GreenSKUs, using recently-available low-carbon components. We build three GreenSKU prototypes, integrating energy-efficient CPUs, reused old DRAM via CXL, and reused old SSDs. We reveal challenges that limit GreenSKUs’ carbon savings at scale and may prevent their adoption by cloud providers. To address these challenges, we develop a novel framework, GSF (GreenSKU Framework), that enables cloud providers to systematically evaluate GreenSKUs’ carbon savings at scale. By implementing GSF within Microsoft Azure’s production constraints, we demonstrate that GreenSKUs reduce net cloud emissions by 8%, which is globally significant. This work is the first to demonstrate and quantify how carbon-efficient server designs translate to measurable cloud-scale emissions reductions, enabling meaningful contributions to cloud sustainability goals.

Authors

Institutions

Publication Details

Journal
IEEE Micro
Published
2025-05-23
DOI
https://doi.org/10.1109/mm.2025.3572955
Citations
2
Primary Topic
Cloud Computing and Resource Management
Type
article
Field-Weighted Citation Impact
6.49
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Enabling Sustainable Cloud Computing With Low-Carbon Server Design

Akshitha Sriraman, Brijesh Warrier, Fiodar Kazhamiaka, Jonathan P. Stern et al.
2 citations
IEEE Micro
Cloud Computing and Resource Management
6.49
article

Enabling Sustainable Cloud Computing With Low-Carbon Server Design

Akshitha Sriraman, Brijesh Warrier, Fiodar Kazhamiaka, Jonathan P. Stern, Chaojie Zhang, Kali Frost, Rodrigo Fonseca, Esha Choukse, Jaylen Wang, Daniel S. Berger, Celine Irvene, Ricardo Bianchini, Chetan Bansal
article en
2 citations

Abstract

To combat climate change, we must reduce carbon emissions from hyperscale cloud computing. We find that compute servers cause the majority of a general-purpose cloud’s emissions. Thus, we motivate designing carbon-efficient compute server Stock Keeping Units (SKUs), or GreenSKUs, using recently-available low-carbon components. We build three GreenSKU prototypes, integrating energy-efficient CPUs, reused old DRAM via CXL, and reused old SSDs. We reveal challenges that limit GreenSKUs’ carbon savings at scale and may prevent their adoption by cloud providers. To address these challenges, we develop a novel framework, GSF (GreenSKU Framework), that enables cloud providers to systematically evaluate GreenSKUs’ carbon savings at scale. By implementing GSF within Microsoft Azure’s production constraints, we demonstrate that GreenSKUs reduce net cloud emissions by 8%, which is globally significant. This work is the first to demonstrate and quantify how carbon-efficient server designs translate to measurable cloud-scale emissions reductions, enabling meaningful contributions to cloud sustainability goals.

IEEE MicroVol. 45(4)
Microsoft (United States) (US), Carnegie Mellon University (US)
Responsible consumption and production
Openalex Percentile: Top 4%
Cloud Computing and Resource Management
6.49
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.