The Next Platform

Container Approach to Boosting GPU Utilization Secures Bigger Backing

Getting peak utilization out of GPU farms in the age of AI will be the unending quest. From being able to partition a GPU into small fractions to scaling across many GPU-dense nodes, Nvidia has ...
GitHub

Low GPU Utilization (3% or less) with RTX 4070 on Windows

Hello, I am experiencing extremely low GPU utilization (3% or less) while processing video with nunif on a Windows system. This bottleneck occurs even though the GPU is correctly detected, the AI ...
IEEE

Efficient Resource Utilization through GPU Resource Pooling Management and Control Engine

Abstract: Aiming at the problem of low efficiency of GPU resource scheduling in cloud computing, this paper proposes a GPU Resource Pooling Management and Control Engine based on Kubernetes. The ...
GitHub

chs018/GPU-Based-Deep-Learning-Training-Accelerator-Dashboard-

A comprehensive, production-quality system for benchmarking and analyzing CPU vs GPU performance in deep learning training. This project provides detailed performance metrics, power consumption ...
Scientific Research Publishing

Time Series Models for Predicting Application GPU Utilization and Power Draw ()

1 Department of Computer Science, University of Mary Washington, Fredericksburg, USA. 2 Department of Electrical and Computer Engineering, Old Dominion University, Norfolk, USA. This paper explores ...
The Next Platform

Counting The Cost Of Under-Utilized GPUs – And Doing Something About It

The compute engines keep changing as the decades pass, but the same old problems keep cropping up in slightly different form. In both the traditional HPC simulation and modeling market and the ...