Exam NCA-AIIO Topic 1 Question 30 Discussion

Actual exam question for NVIDIA's NCA-AIIO exam
Question #: 30
Topic #: 1
What is one key advantage that Cloud GPU Infrastructure has over On-Prem GPU infrastructure?

Suggested Answer: A Vote an answer

Cloud GPU infrastructure lowers the cost barrier to entry by offering a pay-as-you-go model, eliminating the need for significant upfront capital expenditure on hardware. While on-prem may offer I/O cost savings or hardware control, the cloud's accessibility and reduced initial investment make it a compelling choice for organizations seeking immediate GPU access without large sunk costs.
(Reference: NVIDIA AI Infrastructure and Operations Study Guide, Section on Cloud GPU Advantages)

by Kama at Aug 06, 2025, 06:45 AM

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