NCP-AII Training Materials & NCP-AII Certification Training & NCP-AII Exam Questions

NVIDIA NCP-AII : NVIDIA AI Infrastructure

Exam Code: NCP-AII

Exam Name: NVIDIA AI Infrastructure

Updated: Nov 11, 2026

Q & A: 197 Questions and Answers

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About NVIDIA NCP-AII exam dumps materials

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
  • 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 4
  • 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.
Topic 5
  • 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.

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

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NVIDIA AI Infrastructure Sample Questions:

Question #1

After upgrading to HPL-AI 2.0 on a DGX A100 cluster, a 2x performance gain is observed. Which optimization is primarily responsible for this improvement?

  • A. Doubting of GPU clock speeds through firmware updates and relevant configuration.
  • B. Reduction of problem size (N) to accelerate computation.
  • C. MPI-aware GPU communication that reduces CPU bottlenecks and GPU idle time.
  • D. Automatic NVLink bandwidth doubling via driver updates.
Reveal Solution  Discussion  0

Correct Answer: C  🗳️

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Question #2

An organization deploys a Kubernetes AI platform using GPU Operator. Several GPU nodes appear in the cluster, but containers requesting GPU resources remain in a Pending state. The administrator verifies that NVIDIA drivers are correctly installed. Which missing component is the most likely cause?

  • A. NVIDIA Device Plugin
  • B. CUDA Toolkit inside user containers
  • C. Node Feature Discovery labels
  • D. DCGM Exporter
Reveal Solution  Discussion  0

Correct Answer: A  🗳️

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Question #3

When verifying network cable signal integrity during cluster deployment, which measurement result most strongly indicates a cable signal problem?

  • A. Network pings between all cluster nodes return responses with delays under 2 ms on a 100Gb network.
  • B. Repeated CRC errors and intermittent port flapping reported by switch counters.
  • C. Output of ifconfig showing link speed at the expected rate on both ends of the cable
Reveal Solution  Discussion  0

Correct Answer: B  🗳️

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Question #4

A system administrator needs to install a container toolkit and successfully run the following commands:

What step should be taken next to finish the installation?

  • A. apt-get remove nvidia-container-toolkit for
  • B. apt-get install cuda-drivers
  • C. dpkg -i doca-host-repo-ubuntu<version>_am64.deb</version>
  • D. systemctl restart docker
Reveal Solution  Discussion  0

Correct Answer: D  🗳️

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Question #5

An InfiniBand administrator needs to run performance benchmarks on new devices added to the fabric. What tool should be used to check the latency?

  • A. ibdiagnet
  • B. tcpdump
  • C. perfmon
  • D. ib_write_lat
Reveal Solution  Discussion  0

Correct Answer: D  🗳️

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