NVIDIA Mission Control 2.5 如何为 Kubernetes 带来自主恢复能力
How NVIDIA Mission Control 2.5 Brings Autonomous Recovery to Kubernetes
NVIDIA Mission Control 2.5 为 Kubernetes 引入自主恢复能力，面向数千 GPU 上训练大规模 AI 模型的高风险场景，目标是提升集群韧性与可用性。该版本延续数据中心运维长期关注的 MTTR 与 MTBF 指标，在 AI 工厂规模扩大后进一步强化监控与自动化。
Training large-scale AI models on thousands of GPUs is a high-stakes operation where monitoring and automation must be built-in to optimize cluster resiliency...
Training large-scale AI models on thousands of GPUs is a high-stakes operation where monitoring and automation must be built-in to optimize cluster resiliency and uptime at scale. This concept isn’t new to data center operators who have measured mean-time-to-repair (MTTR) and mean-time-between-failure (MTBF) long before AI factories existed. Now the stakes are higher. Modern AI factories run…
来源：NVIDIA Developer Blog · developer.nvidia.com