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NVIDIA NCP-AIN Exam Syllabus Topics:

SectionObjectives
AI Data Center Design and Optimization
Troubleshooting Tools and Methods
Kubernetes Integration for AI Workloads
Automation and Configuration
NVIDIA InfiniBand Networking
NVIDIA Spectrum Networking

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NVIDIA-Certified Professional AI Networking Sample Questions (Q57-Q62):

NEW QUESTION # 57
A user has requested confirmation that the InfiniBand network is performing optimally and is not limiting the speed of a training run. To verify this, you would like to measure the RDMA throughput rate between two endpoints. Which tool should be used?

Answer: C

Explanation:
The ib_write_bw tool is part of the Perftest package and is specifically designed to measure the bandwidth of RDMA write operations between two InfiniBand endpoints. It provides accurate assessments of RDMA throughput, which is crucial for verifying the performance of InfiniBand networks in high-performance computing and AI training environments.


NEW QUESTION # 58
What does NVIDIA's GPU-accelerated networking primarily enable in AI/ML environments?

Answer: C

Explanation:
GPU-accelerated networking optimizes data movement across GPUs and other devices, ensuring that AI models are trained and deployed with minimal latency and maximum throughput.


NEW QUESTION # 59
When upgrading DOCA on a BlueField DPU, what command should first be run on the host?

Answer: A

Explanation:
Before upgrading the DOCA SDK on aBlueField DPU, it ismandatory to uninstall the existing OFED driversto prevent compatibility conflicts.
From theNVIDIA DOCA Installation Guide:
"Before upgrading DOCA or BlueField-related software, you must remove existing OFED packages using: /usr/sbin/ofed_uninstall.sh -force." This ensures:
* Clean driver state
* No residual kernel modules or userspace libraries
* Proper registration of new DOCA/OFED versions
Incorrect Options:
* AandCmay not resolve conflicts.
* Dinstalls but doesn't remove conflicting packages.
Reference: DOCA SDK Installation - Uninstall OFED Requirement


NEW QUESTION # 60
A fabric administrator added new servers to a 40-port edge switch. The administrator now needs to gather and map the newly added ports' LIDs and LINK SPEED. Which of the following commands can be used for that purpose?

Answer: A

Explanation:
The correct utility isibnetdiscover.
From the official NVIDIA InfiniBand Utilities Guide:
"ibnetdiscover scans the fabric and returns a topology of all switches and end nodes, including their GUIDs, LIDs, port numbers, and link speeds." It generates a fabric map with node-to-port relationships and shows:
* GUIDs
* LIDs (Local IDs)
* Link speeds and widths
* Switch-to-host connections
This is essential for network topology validation and mapping physical port additions.
Incorrect Options:
* ib_check_routes- for routing table diagnostics.
* ibhosts- shows host information but not switch-level port mapping.
* ibswitches- shows switch info, but lacks port-level LID/link speed mapping.
Reference: NVIDIA InfiniBand Tools - ibnetdiscover Utility


NEW QUESTION # 61
In which mode of the BlueField DPU does the ARM system on the DPU control the NIC data path, but allow access to the DPU OS from the host?

Answer: A

Explanation:
In DPU Mode, the ARM cores on Blue Fieldown the NIC data path, while still allowing the host system to access the DPU OS (via OOB or virtio).


NEW QUESTION # 62
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