NVIDIA DSX OS 配置、认证和操作 Kubernetes GPU 集群
Configure, Certify, and Operate Kubernetes GPU Clusters with NVIDIA DSX OS
NVIDIA DSX OS 可配置、认证和操作 Kubernetes GPU 集群，解决单个 GPU 性能低下导致分布式训练任务缓慢的问题。该系统通过在节点替换、驱动程序修补等集群生命周期各阶段进行性能监控，确保集群稳定性。
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…
来源: NVIDIA Technical Blog · developer.nvidia.com