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，用于大规模 GPU 集群的监控与自动化运维。该版本面向数千 GPU 训练场景，目标是优化集群韧性与大规模运行时间。Mission Control 延续数据中心既有的 MTTR 与 MTBF 指标思路，应对现代 AI 工厂更高的运维风险。
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