METHOD AND SYSTEM FOR OPTIMIZING GPU UTILIZATION
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United States of America
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Mar 6, 2025
app pub date -
Aug 28, 2023
filing date -
Aug 28, 2023
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Abstract
The present invention provides a method for optimizing graphics-processing unit (GPU) utilization and a system thereof. The method includes the following steps: receiving an application workload which is to be executed on the GPU; predicting GPU resource requirements for the application workload; scheduling the application workload according to the prediction of the GPU resource requirements; dynamically allocating and deallocating GPU resources based on the prediction of the GPU resource requirements for the application workload; and executing the application workload on the GPU.
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