Q: 4
[Spectrum-X Optimization]
You have recently implemented NVIDIA Spectrum-X in your data center to optimize AI workloads.
You need to verify the performance improvements and create a baseline for future comparisons.
Which tool would be most appropriate for creating performance baseline results in this Spectrum-X
environment?
Options
Discussion
B , CloudAI Benchmark is specifically meant for performance testing and baselining in NVIDIA AI environments. NetQ and Ansible are more about monitoring and automation, not baselining. Seen exam reports mix these up, so watch out for that trap.
Option B makes more sense here. CloudAI Benchmark is built for checking AI workload performance on NVIDIA setups, so it's better for baselining than Ansible (which is more config/automation). Not totally sure, but that's what I've seen mentioned in practice guides. Someone else got a different take?
Its D. If the question said "automated configuration management" instead of performance baseline, then I'd pick Ansible without hesitation. Does the question specify that we need to measure actual traffic stats? That would change this for me.
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