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NVIDIA Updated NCP-AIO Exam Questions and Answers by amaia

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NVIDIA NCP-AIO Exam Overview :

Exam Name: NVIDIA AI Operations
Exam Code: NCP-AIO Dumps
Vendor: NVIDIA Certification: NVIDIA-Certified Professional
Questions: 66 Q&A's Shared By: amaia
Question 16

A cloud engineer is looking to provision a virtual machine for machine learning using the NVIDIA Virtual Machine Image (VMI) and Rapids.

What technology stack will be set up for the development team automatically when the VMI is deployed?

Options:

A.

Ubuntu Server, Docker-CE, NVIDIA Container Toolkit, CSP CLI, NGC CLI, NVIDIA Driver

B.

Cent OS, Docker-CE, NVIDIA Container Toolkit, CSP CLI, NGC CLI

C.

Ubuntu Server, Docker-CE, NVIDIA Container Toolkit, CSP CLI, NGC CLI, NVIDIA Driver, Rapids

D.

Ubuntu Server, Docker-CE, NVIDIA Container Toolkit, CSP CLI, NGC CLI

Discussion
Question 17

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.

Discussion
Question 18

You are deploying an AI workload on a Kubernetes cluster that requires access to GPUs for training deep learning models. However, the pods are not able to detect the GPUs on the nodes.

What would be the first step to troubleshoot this issue?

Options:

A.

Verify that the NVIDIA GPU Operator is installed and running on the cluster.

B.

Ensure that all pods are using the latest version of TensorFlow or PyTorch.

C.

Check if the nodes have sufficient memory allocated for AI workloads.

D.

Increase the number of CPU cores allocated to each pod to ensure better resource utilization.

Discussion
Question 19

A system administrator wants to run these two commands in Base Command Manager.

main

showprofile device status apc01

What command should the system administrator use from the management node system shell?

Options:

A.

cmsh -c “main showprofile; device status apc01”

B.

cmsh -p “main showprofile; device status apc01”

C.

system -c “main showprofile; device status apc01”

D.

cmsh-system -c “main showprofile; device status apc01”

Discussion
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Elis Dec 28, 2025
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