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Scheduling for Accelerated Devices

The GPU Scheduler tool determines the best scheduling and GPU allocation for Deep Learning training jobs, reducing energy and execution costs (in both private or public clouds) while meeting deadline constraints. The tool only requires the list of submitted jobs (provided as Docker containers) with their characteristics (expected execution times, priorities, and deadlines) and a description of the available resources in the system.