A team of data scientists infrequently needs to use a Google Kubernetes Engine (GKE) cluster...

Google Associate-Cloud-Engineer Question Answer

A team of data scientists infrequently needs to use a Google Kubernetes Engine (GKE) cluster that you manage. They require GPUs for some long-running, non-restartable jobs. You want to minimize cost. What should you do?

Enable node auto-provisioning on the GKE cluster.

Create a VerticalPodAutscaler for those workloads.

Create a node pool with preemptible VMs and GPUs attached to those VMs.

Create a node pool of instances with GPUs, and enable autoscaling on this node pool with a minimum size of 1.

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Update on: Jan 30, 2026
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A team of data scientists infrequently needs to use a Google Kubernetes Engine (GKE) cluster...

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