NVIDIA 让 Kubernetes 首日支持 Vera Rubin
原标题：Making Kubernetes AI-Ready for NVIDIA Vera Rubin on Day One
AI 摘要
NVIDIA 发布 AI Cluster Runtime（AICR），作为 DSX AI Factory 平台的一部分，通过可复用配方捕获调优配置、生成部署包并验证运行集群，帮助 Kubernetes 环境在首日支持 Vera Rubin NVL72 计算托盘。文章详述了从 GB200 NVL72 迁移到 Vera Rubin 所需的驱动、DOCA/NIC、设备拓扑、IMEX 和 MIG 等变化，并称训练与推理配方变体已端到端验证通过，但新配方族目前仅为预览版，尚不提供生产支持。
正文节选
Configuring and optimizing Kubernetes for new GPU hardware such as NVIDIA Vera Rubin is complex and error-prone. Drivers, kernels, runtimes, networking, operators, and schedulers must work together, with settings tuned to the hardware and workload. Small mismatches can prevent workloads from running or limit performance. The NVIDIA AI Cluster Runtime (AICR)—part of the NVIDIA DSX AI Factory Platform—simplifies this work by capturing tuned configurations in reusable recipes, generating bundles fo