NVIDIA NCA-AIIO Exam Dumps

NVIDIA NCA-AIIO Exam Questions

NVIDIA-Certified Associate AI Infrastructure and Operations
Total Questions : 71
Update Date : June 22, 2026
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NCA-AIIO Exam Dumps – Updated NVIDIA-Certified Associate AI Infrastructure and Operations Practice Questions

Introduction to the NVIDIA-Certified Associate AI Infrastructure and Operations Certification Exam

The NCA-AIIO certification exam is an important credential for professionals who want to validate their knowledge and understanding of concepts, tools, and best practices related to NVIDIA-Certified Associate AI Infrastructure and Operations. This exam is widely recognized and is often pursued by candidates looking to strengthen their professional profile and improve career opportunities.

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NVIDIA NCA-AIIO Sample Questions

Question # 1

How many Mellanox ConnectX-6 Single Port VPI cards are in a DGX A100 system? 

A. 8 
B. 16
 C. 4 

Answer : A


Question # 2

What is a common tool for container orchestration in AI clusters? 

A. Kubernetes 
B. MLOps 
C. Slurm 
D. Apptainer

Answer : A


Question # 3

What is one key advantage that Cloud GPU Infrastructure has over On-Prem GPU infrastructure?

 A. Lower cost barrier to entry. 
B. Reduced cost of I/O traffic. 
C. Greater flexibility for hardware orchestration.

Answer : A


Question # 4

When training a neural network, what is the most common pattern of storage access? 

A. Random write 
B. Sequential read 
C. Sequential write 

Answer : B


Question # 5

What is the importance of a job scheduler in an AI resource-constrained cluster?

A. It allocates resources based on which job requests came first. 
B. It ensures that all jobs in the cluster are executed simultaneously. 
C. It increases the number of resources available in the cluster. 
D. It allocates resources efficiently and optimizes job execution. 

Answer : D


Question # 6

Which of the following statements is true about GPUs and CPUs? 

A. GPUs are optimized for parallel tasks, while CPUs are optimized for serial tasks. 
B. GPUs have very low bandwidth main memory while CPUs have very high bandwidth main memory. 
C. GPUs and CPUs have the same number of cores, but GPUs have higher clock speeds. 
D. GPUs and CPUs have identical architectures and can be used interchangeably. 

Answer : A


Question # 7

How is out-of-band management utilized by network operators in an AI environment? 

A. It is used to remotely manage and troubleshoot network devices independently of the production network.
 B. It is used to directly manage the AI model’s learning rate during training sessions. 
C. It is used to increase the computational power of AI models by adapting additional processing resources. 
D. It is used to manage the data throughput of AI applications by prioritizing network traffic. 

Answer : A


Question # 8

When using an InfiniBand network for an AI infrastructure, which software component is necessary for the fabric to function? 

A. Verbs 
B. MPI 
C. OpenSM 

Answer : C


Question # 9

Which of the following aspects have led to an increase in the adoption of AI? (Choose two.) 

A. Moore’s Law 
B. Rule-based machine learning 
C. High-powered GPUs 
D. Large amounts of data 

Answer : C,D


Question # 10

What is the maximum number of MIG instances that an H100 GPU provides? 

A. 7 
B. 8 
C. 4 

Answer : A


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