Self-healing GPU nodes in Kubernetes: What we learned building the EKS node monitoring agent

Kubernetes nodes, especially those with GPUs, frequently break due to PCIe issues. This is a problem for large-scale deployments like Amazon EKS. To address this, a monitoring agent was built to help self-healing. This agent can detect and respond to node failures. It's a solution for large-scale Kubernetes environments.