Exam NCP-AIO Topic 3 Question 31 Discussion

Actual exam question for NVIDIA's NCP-AIO exam
Question #: 31
Topic #: 3

A user reports that their AI training job running on a BCM-managed cluster is experiencing slow 1/0 performance. What steps would you take to diagnose and resolve the issue, considering the potential involvement of storage?

A. Check the network bandwidth between the compute nodes and the storage system using *iperf or similar tools. B. Monitor the storage system's performance metrics (IOPS, latency, throughput) using the storage vendor's monitoring tools. C. Verify that the correct storage class is being used for the persistent volumes used by the training job. D. Inspect the pod's logs for any I/O related errors or warnings. E. Increase the pod's CPU and memory limits to improve 1/0 performance.

Suggested Answer: A,B,C,D Vote an answer

Network bandwidth can be a bottleneck. Storage system metrics are crucial for identifying storage-related issues. The storage class determines the underlying storage type and performance characteristics. Pod logs might contain error messages. Increasing CPU/memory won't directly solve I/O performance issues if the bottleneck is elsewhere.

by Michell at Apr 27, 2026, 10:27 PM

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