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 带来自主恢复能力，面向数千 GPU 规模的大模型训练场景提升集群韧性与正常运行时间。该版本延续数据中心既有的 MTTR 与 MTBF 指标思路，在 AI 工厂规模扩大、风险更高的背景下强化监控与自动化。
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 Technical Blog · developer.nvidia.com