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Exam NCP-AIO Topic 1 Question 61 Discussion

Actual exam question for NVIDIA's NCP-AIO exam
Question #: 61
Topic #: 1
You are using Ceph object storage to store your training dat
a. You observe that your training jobs are consistently slow, and monitoring tools indicate high latency when accessing the Ceph cluster. What are the possible causes that can contribute to this behavior?

Suggested Answer: A,B,C Vote an answer

High latency in Ceph can stem from several issues: network congestion limits data transfer, overloaded OSDs cannot handle the I/O load, and suboptimal placement groups lead to hotspots. A malfunctioning monitor would primarily affect cluster availability and metadata operations, not necessarily the data I/O performance directly. Insufficient CPU and Memory on OSD's as well may cause issues as well.

by Patricia at Jan 15, 2026, 11:00 PM

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