Exam NCP-AIO Topic 1 Question 44 Discussion

Actual exam question for NVIDIA's NCP-AIO exam
Question #: 44
Topic #: 1

You are using an all-flash array (AFA) for your AI training dat
a. You observe that the storage utilization is very low, but you are still experiencing performance bottlenecks. What could be the potential reasons for this and how can you troubleshoot them?

A. The AFA is not configured correctly to handle the specific I/O patterns of your AI workload (e.g., random reads, large sequential writes). Check the AFA's configuration settings for block size, caching policies, and prefetching. B. The AFA is over-provisioned, and the internal garbage collection processes are interfering with I/O operations. Reduce the amount of provisioned space. C. The network connection between the compute nodes and the AFA is the bottleneck. IJpgrade the network infrastructure or optimize the data transfer protocols. D. The AFA's internal controllers are overloaded, even though the overall storage utilization is low. Monitor the controller utilization and consider upgrading the AFA or distributing the workload across multiple AFAs. E. The AFA's warranty has expired. Renewing the warranty will magically fix the performance issues.

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