Exam Code: NCP-AII
Exam Name: NVIDIA AI Infrastructure
Certification Provider: NVIDIA
Corresponding Certification: NVIDIA-Certified Professional

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NCP-AII

Updated: Nov 01, 2026

No. of Questions: 197 Questions & Answers with Testing Engine

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NVIDIA NCP-AII Exam Overview:

Certification Vendor:NVIDIA
Exam Name:NVIDIA Certified Professional – AI Infrastructure
Exam Number:NCP-AII
Available Languages:English
Real Exam Qty:50
Related Certifications:NCP-DES
NCP-AI
Certificate Validity Period:2 years
Exam Duration:90 minutes
Exam Format:Multiple Select, Multiple Choice
Exam Price:$195 USD
Passing Score:700 (scale of 0-1000)
Sample Questions:NVIDIA NCP-AII Sample Questions
Exam Way:Online proctored exam (Pearson VUE)
Pre Condition:Recommended: hands-on experience with NVIDIA AI infrastructure products; basic knowledge of Linux, networking, and data center operations
Official Syllabus URL:https://www.nvidia.com/en-us/certifications/ncp-ai-infra/

NVIDIA NCP-AII Exam Syllabus Topics:

TopicDetails
Topic 1
  • 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 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
  • 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 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

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. DataDog
  • C. Prometheus
  • D. Nagios
Reveal Solution  Discussion  0

Correct Answer: C  🗳️

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Question #2

After a firmware upgrade on a DGX H100, the administrator notices that one GPU is not detected by the system. Which troubleshooting step should be performed first to identify the root cause?

  • A. Remove the GPU from the system and replace it with a new one before any diagnostics.
  • B. Review firmware update logs and run nvsm show health to check for hardware or firmware errors on the affected GPU.
  • C. Ignore the issue and proceed with production workloads if the other GPUs are operational.
  • D. Immediately re-run the firmware upgrade on all system components.
Reveal Solution  Discussion  0

Correct Answer: B  🗳️

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Question #3

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

Correct Answer: B  🗳️

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Question #4

After configuring HA, the administrator runs cmsh status and notices the secondary head node reports mysql [FAIL]. What is the most likely cause?

  • A. The secondary head node lacks NVIDIA GPU drivers.
  • B. Network connectivity issues between the primary and secondary head nodes.
  • C. The cluster nodes are powered on during the HA configuration.
  • D. The BCM license expired after HA configuration.
Reveal Solution  Discussion  0

Correct Answer: B  🗳️

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Question #5

A system administrator wants to determine if ConnectX ports are configured in Ethernet or InfiniBand modes. What command should be used?

  • A. vmstat
  • B. netstat
  • C. iostat
  • D. ibstat
Reveal Solution  Discussion  0

Correct Answer: D  🗳️

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