CAREER: Efficient Scheduling for Machine Learning Training and Inference via the Gittins Index
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Artificial Intelligence (AI) is becoming increasingly ubiquitous, but with that ubiquity comes a sharp increase in data center energy consumption. This project will develop new algorithms that enable highly efficient training and deployment of AI models, contributing to the United States' strategic advantage in AI capabilities. On the training…
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