Project Grant 2324514

Award Date 10/1/23
Completion Date 9/30/26
Dollars Obligated $546K
Federal Grant Program
47.070
Assistance Type
Project Grant
Place of Performance
Fort Collins, CO 80521, USA
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  1. Model the performance and environmental impact of serverless computing in cloud data centers, including carbon footprint and water usage.

  2. Develop enhancements to the serverless computing encapsulation layer to address performance bottlenecks while minimizing operational and embodied carbon emissions.

  3. Create orchestration layer improvements using hybrid evolutionary-learning and multi-agent reinforcement learning to minimize the environmental impact of serverless computing while meeting performance goals across distributed data centers.

This research aims to enable more cost-effective, climate-friendly serverless computing that can support large-scale climate science and engineering workloads. The project will also provide workforce development through training of high school, undergraduate, and graduate students in high-performance computing, optimization, and sustainability domains. The award was made to Colorado State University and is scheduled to run from October 2023 through September 2026.

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