Exam NCP-AII Topic 1 Question 79 Discussion

Actual exam question for NVIDIA's NCP-AII exam
Question #: 79
Topic #: 1
Which of the following storage technologies are most suitable for storing large training datasets used in deep learning, considering both performance and cost?

Suggested Answer: D Vote an answer

NVMe SSDs in a local RAID offer high performance and relatively low latency, making them suitable for data that needs to be accessed quickly. Parallel file systems deployed on NVMe SSDs provide the highest performance and scalability, especially for large datasets accessed concurrently by multiple training nodes. Object storage can be used for initial data ingest or archival but is generally slower than local or parallel file systems for training. SATA HDDs and Tape backup systems are a low performing option for this case.

by Pearl at Aug 21, 2025, 10:17 AM

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