
Start large ML containers with lazy image pulling
Use eStargz and containerd for lazy image pulls, then measure a Polyaxon GPU job through its first completed CUDA operation.
KubernetesContainersPerformance
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Use eStargz and containerd for lazy image pulls, then measure a Polyaxon GPU job through its first completed CUDA operation.

Understand kubelet credential verification for cached images and apply it to shared Polyaxon training, notebook, and inference nodes.

Reduce Kubernetes attack surface by inventorying public services, protecting management endpoints, isolating workloads, and continuously testing exposure.