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Reference: https://www.nvidia.com/en-us/learn/certification/ai-infrastructure-professional/
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NVIDIA AI Infrastructure Sample Questions:
To verify correct installation of a DGX system, which command should a system administrator use to collect system configuration and diagnostic information?
- A. lspci | grep DPU
- B. nvsm stress-test
- C. nvsm get health
- D. nvsm show health
Correct Answer: D 🗳️
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An administrator is configuring node categories in BCM for a DGX BasePOD cluster. They need to group all NVIDIA DGX H200 nodes under a dedicated category for GPU-accelerated workloads. Which approach aligns with NVIDIA's recommended BCM practices?
- A. Assign nodes to the "login" category to simplify Slurm integration.
- B. Create a new "dgx-h200" category, assign all DGX H200 nodes to it.
- C. Use the existing "dgxnodes" category without modification, as it is preconfigured for all DGX systems.
- D. Avoid categories and configure each DGX node individually via CLI.
Correct Answer: B 🗳️
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An enterprise is deploying an AI Factory using NVIDIA DGX BasePOD architecture. The infrastructure team must ensure high availability and efficient data transfer between compute nodes. Which network topology should they implement for the InfiniBand fabric?
- A. Fat-Tree topology with rail-optimized design.
- B. Simple ring topology connecting all nodes in a loop.
- C. Single flat Ethernet network for all traffic.
- D. Star topology with all nodes connected to a single central switch.
Correct Answer: A 🗳️
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An infrastructure engineer is preparing a new AI cluster for production use, which relies on NVIDIA switches and high-speed optical transceivers for node connectivity. The team is finalizing network validation before launching large-scale training jobs. Why is it critical to confirm and align the firmware version on all switch transceivers prior to production?
- A. To ensure stability, bandwidth, and compatibility across the cluster, avoiding link issues and performance loss.
- B. To allow the network operating system to automatically discover all connected transceivers with heterogeneous firmware.
- C. To guarantee that hardware inventory tools can report serial numbers and manufacturer codes for asset management critical for future support and troubleshooting.
Correct Answer: A 🗳️
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After running a 24-hour stress test on a DGX node, the administrator should verify which two key metrics to ensure system stability?
- A. No thermal throttling events and consistent GPU utilization ≥95% throughout the test.
- B. Average CPU usage ≥80% and Docker container uptime.
- C. SSD write endurance and RAM capacity.
- D. Total energy consumption and NVLink bandwidth.
Correct Answer: A 🗳️
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