In an inference pipeline readiness meeting, an architect is mapping a need to the right NVIDIA-backed capability. Which choice best applies the documented guidance for triton monitoring metrics?

ASkip measurement and validation even though the certification emphasizes evaluation, monitoring, or benchmarking.

BTriton exposes metrics for GPU utilization, throughput, and latency that support production monitoring.

CConfuse model customization, inference serving, and data preparation as if they were interchangeable tasks.

DChoose tokenization because production dashboards and latency metrics are mainly data-formatting concerns.

More Production Monitoring and Reliability Questions

14 questions

Full NVIDIA-Certified Professional Generative AI LLMs Practice Test

All topics covered

All NVIDIA-Certified Professional Generative AI LLMs Questions

Browse by topic

Discussion

Be the first to share your understanding of this concept

⚠️ Discussion is for concept clarification only. Do not share or request actual exam questions or answers.