使用 NVIDIA DSX OS 配置、認證及運行 Kubernetes GPU 叢集
Configure, Certify, and Operate Kubernetes GPU Clusters with NVIDIA DSX OS
NVIDIA DSX OS 用於配置、認證及運行 Kubernetes GPU 叢集。單張 GPU 表現欠佳，即使節點通過基本健康檢查且利用率正常，仍可拖慢整個分散式訓練工作。叢集通過交接時的就緒檢查後，隨節點更換及驅動程式修補等生命週期變化，問題仍可能出現。
One underperforming GPU can slow an entire distributed training job. The node may pass basic health checks and show normal utilization, leaving operators to...
One underperforming GPU can slow an entire distributed training job. The node may pass basic health checks and show normal utilization, leaving operators to discover the problem only after the workload is running. These issues can appear at any point in a cluster’s lifecycle. A GPU cluster that passes readiness checks at handover changes as nodes are replaced, drivers are patched…
來源：NVIDIA Technical Blog：Agentic AI / Generative AI · developer.nvidia.com