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Published January 15, 2024 | Version v1
Conference paper Open

Greening AI: A Framework for Energy-Aware Resource Allocation of ML Training Jobs with Performance Guarantees

Creators

Description

This project is related to the "Greening AI: A Framework  for Energy-Aware Resource Allocation of ML Training Jobs with Performance Guarantees" work.

In particular, 

  • the folder Data contains the data for our experimental results;
  • the folder Utility constains the Python scripts which allows to replicate the results;
  • the file DockerCommandDichotomicSearch.txt contains the command to run the Docker container with our dichotomic search function.

Files

Data.zip

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