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Exam NCA-AIIO Topic 1 Question 51 Discussion

Actual exam question for NVIDIA's NCA-AIIO exam
Question #: 51
Topic #: 1
In an AI cluster, what is the purpose of job scheduling?

Suggested Answer: C Vote an answer

Job scheduling in an AI cluster assigns workloads (e.g., training, inference) to available compute resources (GPUs, CPUs), optimizing resource utilization and ensuring efficient execution. It's distinct from data analysis, monitoring, or software management, focusing solely on workload distribution.
(Reference: NVIDIA AI Infrastructure and Operations Study Guide, Section on Job Scheduling)

by Barnett at Jan 31, 2026, 09:11 PM

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