NVIDIA partners with the Cloud Native Computing Foundation (CNCF) to enhance AI and machine learning (ML) capabilities through cloud-native open-source projects. The company is focused on improving Kubernetes and contributing to projects like Kubeflow, CNAO, and Node Health Check to streamline ML systems management and improve virtual machine availability.
NVIDIA also contributes to observability and performance projects like Prometheus, Envoy, OpenTelemetry, and Argo to enhance monitoring, alerting, and workflow management capabilities for cloud-native applications. Their efforts aim to facilitate the transition of legacy applications and the development of new ones, making Kubernetes and CNCF projects preferred tools for AI compute workloads.
