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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:
A system administrator wants to determine if ConnectX ports are configured in Ethernet or InfiniBand modes. What command should be used?
- A. ibstat
- B. iostat
- C. netstat
- D. vmstat
Correct Answer: A 🗳️
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During server maintenance, a system administrator wants to ensure that the NVIDIA DGX server has sufficient disk space for operational activities. The administrator is scripting an alert system that will notify the team if the disk space falls below a threshold. Which command could be included in the maintenance script to check the available disk space on the server?
- A. df -h | grep '/var'
- B. nvidia-smi --query-disk-space
- C. lsof +L1
- D. du -sh /home/*
Correct Answer: A 🗳️
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ClusterKit's NCCL bandwidth test shows 350 GB/s on a 400G InfiniBand fabric. How should this result be interpreted?
- A. Inconclusive; rerun with --stress=cpu to validate.
- B. Suboptimal performance; requires FEC tuning to reach 380+ GB/s.
- C. Critical failure; expected is ≥390 GB/s for HDR InfiniBand.
- D. Optimal performance, indicating healthy fabric and GPUDirect RDMA.
Correct Answer: D 🗳️
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A data scientist needs to run a Jupyter notebook on specific GPU cards. What command should be used?
- A. docker run --runtime=nvidia -dpu "1,2" -p 8888:8888 jupyter/scipy-notebook:2023-09-25
- B. docker run --dpu "1,2" -p 8888:8888 jupyter/scipy-notebook:2023-09-25
- C. docker run --gpus I"device=UUID-ABCDEF,1" -p 8888:8888 jupyter/scipy-notebook:2023-09-25
- D. docker run --gpus all --limit-gpu ""device=UUID-ABCDEF" -p 8888:8888 jupyter/scipy- notebook:2023-09-25
Correct Answer: C 🗳️
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An administrator needs to manually deploy the BlueField image on a target DPU. The administrator downloads the new image file and needs to flash it to the hardware. Which command should the administrator use?
- A. apt install doca-runtime
- B. dd if=/root/bf.image of=/dev/bf/ bs=4096k
- C. /opt/mellanox/mlnx-fw-updater/mlnx_fw_updater.pl
- D. bfb-install --rshim
Correct Answer: D 🗳️
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