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New Release NCP-AIO NVIDIA-Certified Professional Questions

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Total 66 questions

NVIDIA AI Operations Questions and Answers

Question 9

Your organization is running multiple AI models on a single A100 GPU using MIG in a multi-tenant environment. One of the tenants reports a performance issue, but you notice that other tenants are unaffected.

What feature of MIG ensures that one tenant's workload does not impact others?

Options:

A.

Hardware-level isolation of memory, cache, and compute resources for each instance.

B.

Dynamic resource allocation based on workload demand.

C.

Shared memory access across all instances.

D.

Automatic scaling of instances based on workload size.

Question 10

What is the primary purpose of assigning a provisioning role to a node in NVIDIA Base Command Manager (BCM)?

Options:

A.

To configure the node as a container orchestration manager

B.

To enable the node to monitor GPU utilization across the cluster

C.

To allow the node to manage software images and provision other nodes

D.

To assign the node as a storage manager for certified storage

Question 11

An administrator requires full access to the NGC Base Command Platform CLI.

Which command should be used to accomplish this action?

Options:

A.

ngc set API

B.

ngc config set

C.

ngc config BCP

Question 12

A system administrator needs to scale a Kubernetes Job to 4 replicas.

What command should be used?

Options:

A.

kubectl stretch job --replicas=4

B.

kubectl autoscale deployment job --min=1 --max=10

C.

kubectl scale job --replicas=4

D.

kubectl scale job -r 4

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Total 66 questions