An Ecosystem for Sustainable Computing
NSF Expedition in Computing

Computing’s exponential growth demands equally ambitious solutions. This Expedition in Computing convenes computer scientists, electrical engineers, environmental scientists, and economists from seven universities to build an ecosystem for sustainable computing — advancing capital efficiency in hardware manufacturing, operational efficiency in datacenter systems, and the economic frameworks to drive adoption at scale.

Research Highlights

Core Solutions

1, Measurement & Accounting

decorative image with a bar graph and arrow trending up

Developing rigorous methods to quantify efficiency across the computing stack.

2, Capital Efficiency

decorative image with a shipping box in the middle surrounded by recycle arrows

Reducing manufacturing impact through heterogeneous integration, reuse, and recycling.

3,Operational Efficiency

decorative image with a power symbol surrounded by an icon of a computer chip

Demand response, power management, and carbon-aware scheduling for datacenters.

Cross-Cutting Impacts

4, Driving Applications

decorative image with a bar graph and arrow trending up viewed through a magnifying glass

Benchmarking AI and domain-specific workloads to define efficiency targets.

5, Energy Economics & Policy

decorative image with a bar graph and a line trending up over an image of alternative energy sources

Analyzing markets, incentives, and policy levers for sustainable infrastructure.

6, Education & Broader Impact

a decorative image of a graphic icon of a paper file over a teaching classroom photo

Curriculum development, workshops, and broadening participation.

News & Events