Free NVIDIA NCP-AIO Practice Test & Real Exam Questions

Exam Code/Number: NCP-AIO
Exam Name/Title: NVIDIA AI Operations
Certification Provider: NVIDIA
Corresponding Certification: NVIDIA-Certified Professional

Exam Questions: 87
Updated On: Aug 19, 2026

Question #19

A system administrator notices that jobs are failing intermittently on Base Command Manager due to incorrect GPU configurations in Slurm. The administrator needs to ensure that jobs utilize GPUs correctly.
How should they troubleshoot this issue?

A. Check if MIG (Multi-Instance GPU) mode has been enabled incorrectly and reconfigure Slurm accordingly.

B. Verify that non-MIG GPUs are automatically configured in Slurm when detected, and adjust configurations if needed.

C. Increase the number of GPUs requested in the job script to avoid using unconfigured GPUs.

D. Ensure that GPU resource limits have been correctly defined in Slurm's configuration file for each job type.

Discussion 0

Correct Answer: A Vote an answer

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Question #20

A new researcher needs access to GPU resources but should not have permission to modify cluster settings or manage other users.
What role should you assign them in Run:ai?

A. Department Administrator

B. L1 Researcher

C. Application Administrator

D. Research Manager

Discussion 0

Correct Answer: B Vote an answer

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Question #21

What is the primary purpose of feature stores in AI operations pipelines when managing machine learning workflows across multiple teams and production systems?

A. Provide consistent feature definitions

B. Manage model weights

C. Execute training jobs

D. Store raw data only

Discussion 0

Correct Answer: A Vote an answer

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Question #22

Which type of drift occurs when the relationship between input features and target variables changes over time, even if the input data distribution remains relatively stable?

A. Concept drift

B. Label drift

C. Data drift

D. Feature drift

Discussion 0

Correct Answer: A Vote an answer

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Question #23

A new researcher needs access to GPU resources but should not have permission to modify cluster settings or manage other users.
What role should you assign them in Run:ai?

A. Department Administrator

B. L1 Researcher

C. Application Administrator

D. Research Manager

Discussion 0

Correct Answer: B Vote an answer

Question #24

A system administrator is experiencing issues with Docker containers failing to start due to volume mounting problems. They suspect the issue is related to incorrect file permissions on shared volumes between the host and containers.
How should the administrator troubleshoot this issue?

A. Disable all shared folders between the host and container to prevent volume mounting errors.

B. Reinstall Docker to reset all configurations and resolve potential volume mounting issues.

C. Use the docker logs command to review the logs for error messages related to volume mounting and permissions.

D. Reduce the size of the mounted volumes to avoid permission conflicts during container startup.

Discussion 0

Correct Answer: C Vote an answer

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Question #25

Which of the following correctly identifies the key components of a Kubernetes cluster and their roles?

A. The control plane is responsible for running all application containers, while worker nodes manage network traffic through etcd.

B. Worker nodes manage the kube-apiserver and etcd, while the control plane handles all container runtimes.

C. The control plane consists of the kube-apiserver, etcd, kube-scheduler, and kube-controller- manager, while worker nodes run kubelet and kube-proxy.

D. The control plane includes the kubelet and kube-proxy, and worker nodes are responsible for running etcd and the scheduler.

Discussion 0

Correct Answer: C Vote an answer

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Question #26

You are configuring cloudbursting for your on-premises cluster using BCM, and you plan to extend the cluster into both AWS and Azure.
What is a key requirement for enabling cloudbursting across multiple cloud providers?

A. You need to set up a single set of credentials that works across both AWS and Azure for seamless integration.

B. You only need to configure credentials for one cloud provider, as BCM will automatically replicate them across other providers.

C. BCM automatically detects and configures credentials for all supported cloud providers without requiring admin input.

D. You must configure separate credentials for each cloud provider in BCM to enable their use in the cluster extension process.

Discussion 0

Correct Answer: D Vote an answer

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Question #27

A Slurm user is experiencing a frequent issue where a Slurm job is getting stuck in the
"PENDING" state and unable to progress to the "RUNNING" state.
Which Slurm command can help the user identify the reason for the job's pending status?

A. squeue -u <user_list>

B. scontrol show job <jobid>

C. sinfo -R

D. sacct -j <job[.step]>

Discussion 0

Correct Answer: B Vote an answer

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