NVIDIA NCP-AII : NVIDIA AI Infrastructure

  • Exam Code: NCP-AII
  • Exam Name: NVIDIA AI Infrastructure
  • Updated: Nov 05, 2026     Q & A: 197 Questions and Answers

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NVIDIA NCP-AII Exam Syllabus Topics:

TopicDetails
Topic 1
  • Cluster Test and Verification: Covers full cluster validation through HPL and NCCL benchmarks, NVLink and fabric bandwidth tests, cable and firmware checks, and burn-in testing using HPL, NCCL, and NeMo.
Topic 2
  • Physical Layer Management: Covers configuring BlueField network platform devices and setting up Multi-Instance GPU (MIG) partitioning for AI and HPC workloads.
Topic 3
  • Troubleshoot and Optimize: Covers identifying and replacing faulty hardware components such as GPUs, network cards, and power supplies, along with performance optimization for AMD
  • Intel servers and storage.
Topic 4
  • System and Server Bring-up: Covers end-to-end physical setup of GPU-based AI infrastructure, including BMC
  • OOB
  • TPM configuration, firmware upgrades, hardware installation, and power and cooling validation to ensure servers are workload-ready.
Topic 5
  • Control Plane Installation and Configuration: Covers deploying the software stack including Base Command Manager, OS, Slurm
  • Enroot
  • Pyxis, NVIDIA GPU and DOCA drivers, container toolkit, and NGC CLI.

Reference: https://www.nvidia.com/en-us/learn/certification/ai-infrastructure-professional/

NVIDIA AI Infrastructure Sample Questions:

Question #1

You are following the official steps to install the NVIDIA Container Toolkit using a package manager on Ubuntu. After importing the NVIDIA package repository and GPG key, what is the next action?

  • A. Download the CUDA toolkit installer from NVIDIA's official website.
  • B. Reboot the host system to apply the repository changes and proceed.
  • C. Install the nvidia-container-toolkit package using your package manager.
  • D. Format the disk to clear any existing NVIDIA-related dependencies first.
Reveal Solution  Discussion  0

Correct Answer: C  🗳️

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Question #2

Which of the following commands should be used to inspect a servers SM log file and detect if there was a change on the SM's chosen routing engine?

  • A. grep tables varlogopensim.log
  • B. show ib sm log matching tables
  • C. show ib sm log matching log_trap_info
  • D. grep log_tra_info varlogopensm.log
Reveal Solution  Discussion  0

Correct Answer: D  🗳️

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Question #3

An administrator needs to perform a comprehensive pre-production stress test on a DGX H100 system. Which command validates GPU, CPU, memory, and storage components while following NVIDIA's recommended procedure?

  • A. sudo nvsm stress-test --force
  • B. nvidia-smi -q | grep "GPU Stress Test"
  • C. ./gpu_burn 60
  • D. stress --cpu $(nproc) --io $(nproc) --timeout 600
Reveal Solution  Discussion  0

Correct Answer: A  🗳️

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Question #4

Your company is planning to expand its AI capabilities significantly over the next five years. To future-proof your storage infrastructure, you need a solution that can scale in both capacity and performance. Which of the following strategies best ensures that your storage infrastructure remains adaptable to future AI demands?

  • A. Use a hybrid cloud model combining scalable cloud resources with on-premises infrastructure.
  • B. Implement on-premises block storage system with periodic hardware upgrades.
  • C. Deploy an all-flash array and remove data tiering to reduce latency.
  • D. Implement single-tier cloud storage solution to leverage cloud scalability.
Reveal Solution  Discussion  0

Correct Answer: A  🗳️

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Question #5

An engineer needs to completely remove NVIDIA GPU drivers from an Ubuntu 22.04 system to troubleshoot conflicts. Which command sequence ensures all driver components are purged?

  • A. sudo rm -rf /usr/lib/nvidia
  • B. sudo ubuntu-drivers uninstall
  • C. sudo apt-get remove nvidia-driver-550
  • D. sudo apt-get purge nvidia-* && sudo apt-get autoremove
Reveal Solution  Discussion  0

Correct Answer: D  🗳️

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