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Exam Code: NCA-AIIO
Exam Title: NVIDIA-Certified Associate AI Infrastructure and Operations
Vendor: NVIDIA
Exam Questions: 50
Last Updated: April 23rd,2026

Question 1

When monitoring a GPU-based workload, what is GPU utilization?

A. The maximum amount of time a GPU will be used for a workload.
B. The GPU memory in use compared to available GPU memory.
C. The percentage of time the GPU is actively processing data.
D. The number of GPU cores available to the workload.

Correct Answer:C

Question 2

Which NVIDIA tool aids data center monitoring and management?

A. NVIDIA Mellanox Insight
B. NVIDIA Clara
C. NVIDIA TensorRT
D. NVIDIA DCGM

Correct Answer:D

Question 3

How many distinct network fabrics are in an AI cluster?

A. 3
B. 2
C. 4
D. 5

Correct Answer:A

Question 4

How many 1 Gb Ethernet in-band network connections are in a DGX H100 system?

A. 1
B. 2