Mr. Papon Choonhaklai, a first-year master’s student at SDLab presented the following paper at the 48th IEEE International Conference on Computers, Software, and Applications (COMPSAC 2024)
Papon Choonhaklai, Kohei Ichikawa, Hajimu Iida, “An Evaluation of Time-Sliced GPU Sharing with KubeRay for Machine Learning Workloads,” 48th IEEE International Conference on Computers, Software, and Applications (COMPSAC 2024), pp. 1456-1459, July. 2024. doi: 10.1109/COMPSAC61105.2024.00194.
In this paper, the authors evaluated an alternative GPU sharing methodology using KubeRay and time slicing to enhance GPU utilization for machine learning workloads in Kubernetes environments.
