NCP-AII Exam Dumps | An organization deploys a Kubernetes AI platform using GPU Operator. Several GPU nodes appear in the

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Question 79

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Question 79/86

An organization deploys a Kubernetes AI platform using GPU Operator. Several GPU nodes appear in the cluster, but containers requesting GPU resources remain in a Pending state. The administrator verifies that NVIDIA drivers are correctly installed. Which missing component is the most likely cause?

A. NVIDIA Device Plugin

B. DCGM Exporter

C. Node Feature Discovery labels

D. CUDA Toolkit inside user containers

Correct Answer: A

The NVIDIA Device Plugin advertises GPU resources to Kubernetes so that the scheduler can allocate GPUs to pods. Without it, GPUs remain invisible to Kubernetes even if drivers are installed correctly. DCGM Exporter provides monitoring, Node Feature Discovery adds hardware labels, and CUDA Toolkit inside containers does not expose GPU resources.

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