As of 2024, around 36 percent of survey respondents stated that their organization used GCP-GPU utilization metrics to monitor GPU cluster utilization. Moreover, 30 percent indicated NVIDIA AI Enterprise.
Organizations choice of tools to monitor graphics processing unit (GPU) cluster utilization worldwide in 2024
Original survey question: "What tool does your organization use to monitor GPU cluster utilization?"
For monitoring GPU cluster utilization, using GCP-GPU utilization metrics 36% tops the list, followed by NVIDIA AI Enterprise (30%). IBM LSF and Kubernetes were selected by 15% and 13% of respondents, respectively
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ClearML. (March 12, 2024). Organizations choice of tools to monitor graphics processing unit (GPU) cluster utilization worldwide in 2024 [Graph]. In Statista. Retrieved January 13, 2025, from https://www.statista.com/statistics/1485513/tools-used-for-monitoring-gpu-cluster-usage-global/
ClearML. "Organizations choice of tools to monitor graphics processing unit (GPU) cluster utilization worldwide in 2024." Chart. March 12, 2024. Statista. Accessed January 13, 2025. https://www.statista.com/statistics/1485513/tools-used-for-monitoring-gpu-cluster-usage-global/
ClearML. (2024). Organizations choice of tools to monitor graphics processing unit (GPU) cluster utilization worldwide in 2024. Statista. Statista Inc.. Accessed: January 13, 2025. https://www.statista.com/statistics/1485513/tools-used-for-monitoring-gpu-cluster-usage-global/
ClearML. "Organizations Choice of Tools to Monitor Graphics Processing Unit (Gpu) Cluster Utilization Worldwide in 2024." Statista, Statista Inc., 12 Mar 2024, https://www.statista.com/statistics/1485513/tools-used-for-monitoring-gpu-cluster-usage-global/
ClearML, Organizations choice of tools to monitor graphics processing unit (GPU) cluster utilization worldwide in 2024 Statista, https://www.statista.com/statistics/1485513/tools-used-for-monitoring-gpu-cluster-usage-global/ (last visited January 13, 2025)
Organizations choice of tools to monitor graphics processing unit (GPU) cluster utilization worldwide in 2024 [Graph], ClearML, March 12, 2024. [Online]. Available: https://www.statista.com/statistics/1485513/tools-used-for-monitoring-gpu-cluster-usage-global/
