NVIDIA Certified Associate – AI Infrastructure and Operations — Question 18

What is one of the primary benefits of using the NVIDIA GPU Operator in Kubernetes environments?

Answer options

• A. It increases the processing power of CPUs within the Kubernetes cluster.
• B. It automatically updates the Kubernetes version across all nodes.
• C. It provides automatic scaling of NVIDIA GPU resources based on application demand.
• D. It simplifies the management and deployment of NVIDIA GPU software components.

Correct answer: D

Explanation

The correct answer, D, is accurate because the NVIDIA GPU Operator is designed to simplify the deployment and management of GPU-related software in Kubernetes. Options A and B are incorrect as they do not relate to the specific functions of the GPU Operator, and option C, while related to resource management, does not capture the core purpose of the operator in terms of software management.