Expert Answers to NVIDIA Exam NCP-AII Questions

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NVIDIA-Certified Professional NVIDIA AI Infrastructure

NVIDIA AI Infrastructure

Last Update Jun 6, 2026
Total Questions : 123

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Questions 2

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

Options:

tcpdump

ib_write_lat

ibdiagnet

perfmon

Discussion 0

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Questions 3

ClusterKit ' s NCCL bandwidth test shows 350 GB/s on a 400G InfiniBand fabric. How should this result be interpreted?

Options:

Optimal performance, indicating healthy fabric and GPUDirect RDM

Suboptimal performance; requires FEC tuning to reach 380+ GB/s.

Critical failure; expected is > 390 GB/s for HDR InfiniBand.

Inconclusive; rerun with --stress=cpu to validate.

Discussion 0

Questions 4

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

Options:

Repeated CRC errors and intermittent port flapping reported by switch counters.

Output of ifconfig showing link speed at the expected rate on both ends of the cable.

Network pings between all cluster nodes return responses with delays under 2 ms on a 100Gb network.

Discussion 0

Questions 5

You are leading a project to enhance the energy efficiency of a data center that heavily relies on AI workloads. NVIDIA suggests moving beyond traditional metrics like Power Usage Effectiveness (PUE) to better capture the efficiency of modern data centers. Which strategy should you prioritize?

Options:

Use Power Usage Effectiveness as the primary metric while supplementing it with additional measures of useful work done per unit of energy.

Use watts used as the primary measure of efficiency, as it accurately reflects the power input at any given time.

Develop benchmarks tailored to specific workloads, such as MLPerf for AI applications, to better understand energy use in real-world scenarios.

Focus on integrating kilowatt-hours into existing metrics to better reflect the actual energy used for productive work.

Discussion 0

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