A Team of Data Scientists Infrequently Needs to Use a Google

question 136

Multiple Choice

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?

• A) Enable node auto-provisioning on the GKE cluster.
• B) Create a VerticalPodAutscaler for those workloads.
• C) Create a node pool with preemptible VMs and GPUs attached to those VMs.
• D) 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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Definitions:

Collectivist Culture

Cultures that emphasize the needs and goals of the group as a whole over the needs and wishes of each individual.

Holier-Than-Thou Effect

A cognitive bias where individuals overestimate their moral qualities or behaviors in comparison to others.

Most Likely

Refers to the highest probability or chance of an event or outcome occurring.

Country

A distinct territory defined by geographical borders, governance, and sovereignty, often recognized as a nation or state.