NVIDIA AI Infrastructure NCP-AII Question # 10 Topic 2 Discussion
NCP-AII Exam Topic 2 Question 10 Discussion:
Question #: 10
Topic #: 2
During a DGX cluster deployment, what is the most effective way to verify the health and integrity of the local RAID storage array?
A.
Run a read/write benchmark utility, such as FIO, across the RAID array, looking for expected speed and latency metrics as proof of storage integrity.
B.
Verify that all configured RAID volumes are mounted and available in the operating system, and that disk utilization levels are within recommended limits.
C.
Use the mdadm --examine and mdadm --detail commands to review the RAID array’s status, checking for drive failures, array consistency, and error events.
The correct answer is C because mdadm --examine and mdadm --detail directly inspect Linux software RAID metadata and array health. During DGX cluster deployment, local RAID storage must be verified before the node is released for AI workloads, logging, container images, datasets, scratch space, or checkpoint staging. A mounted filesystem only proves that the operating system can access the volume; it does not confirm that the RAID array is clean, synchronized, degraded, rebuilding, or free of disk failure events. FIO is useful for performance benchmarking, but speed and latency results alone do not prove RAID integrity. A degraded array can sometimes still deliver acceptable short-term performance while lacking redundancy or carrying latent errors. The mdadm --detail command reports array state, active devices, failed devices, rebuild progress, spare disks, and consistency status. The mdadm --examine command checks member-device metadata and helps confirm whether disks belong correctly to the array. In NVIDIA AI infrastructure bring-up, RAID health validation is part of server readiness because storage faults can cause job failures, lost logs, unstable container operation, or checkpoint corruption during production workloads.
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