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NVIDIA NCP-AII exam : NVIDIA AI Infrastructure

NCP-AII Exam Simulator
  • Exam Code: NCP-AII
  • Exam Name: NVIDIA AI Infrastructure
  • Updated: Oct 11, 2026
  • Q & A: 197 Questions and Answers
  • NVIDIA NCP-AII Q&A - in .pdf

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NVIDIA NCP-AII exam simulator

NVIDIA NCP-AII Exam Syllabus Topics:

TopicDetails
Topic 1
  • 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 2
  • 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 3
  • 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 4
  • Physical Layer Management: Covers configuring BlueField network platform devices and setting up Multi-Instance GPU (MIG) partitioning for AI and HPC workloads.
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/

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NVIDIA AI Infrastructure Sample Questions:

Question #1

A cluster administrator notices that distributed training jobs scale efficiently from one to four GPUs but experience a sharp reduction in scaling efficiency when expanded to 64 GPUs across multiple servers. Hardware diagnostics show no failed components and network bandwidth remains underutilized. Which software library should the administrator examine first?

  • A. TensorRT
  • B. CUDA Compiler
  • C. NCCL
  • D. cuDNN
Reveal Solution  Discussion  0

Correct Answer: C  🗳️

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Question #2

After initial setup and health checks, the DGX H100 system administrator wants to verify that containers can access GPUs before running production workloads. Which method is recommended for this validation?

  • A. sudo docker run --rm nvcr.io/nvidia/cuda:12.1.1-base-ubuntu22.04 nvidia-smi
  • B. sudo docker run --gpus all --rm nvcr.io/nvidia/cuda:12.1.1-base-ubuntu22.04 nvidia-smi
  • C. sudo docker run --gpus all --rm nvcr.io/nvidia/cuda:12.1.1-base-ubuntu22.04 ls-la
  • D. sudo docker run --gpus all --rm nvcr.io/nvidia/cuda:12.1.1-base-ubuntu22.04 systemctl
Reveal Solution  Discussion  0

Correct Answer: B  🗳️

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Question #3

A system administrator is working on a DGX A100 and needs to start a CUDA job. The job fails and a cudaErrorSystemNotReadyerror is returned. What is the cause of this error?

  • A. CUDA is not properly installed.
  • B. A GPU fails to register with the fabric.
  • C. There are too many running CUDA jobs.
  • D. FM is not completely done initializing.
Reveal Solution  Discussion  0

Correct Answer: D  🗳️

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Question #4

A system administrator needs to use DCGM-exporter to export GPU metrics to an external system to create interactive dashboards. What system can the DCGM-exporter use without additional configuration?

  • A. Grafana
  • B. Nagios
  • C. Prometheus
  • D. DataDog
Reveal Solution  Discussion  0

Correct Answer: C  🗳️

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Question #5

An infrastructure engineer in an AI factory has successfully replaced a power supply unit on an NVIDIA DGX H100. After installation, both the IN and OUT LEDs on the new power supply illuminate solid green. Which NVSM CLI command should the engineer use to quickly verify the overall system status and ensure it is operating as expected?

  • A. nvsm show alerts
  • B. nvsm show powermode
  • C. nvsm show health
  • D. nvsm show power
Reveal Solution  Discussion  0

Correct Answer: C  🗳️

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