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NVIDIA NCP-AII Exam Syllabus Topics:

TopicDetails
Topic 1
  • Troubleshoot and Optimize: Covers identifying and replacing faulty hardware components such as GPUs, network cards, and power supplies, along with performance optimization for AMD
  • Intel servers and storage.
Topic 2
  • Control Plane Installation and Configuration: Covers deploying the software stack including Base Command Manager, OS, Slurm
  • Enroot
  • Pyxis, NVIDIA GPU and DOCA drivers, container toolkit, and NGC CLI.
Topic 3
  • Cluster Test and Verification: Covers full cluster validation through HPL and NCCL benchmarks, NVLink and fabric bandwidth tests, cable and firmware checks, and burn-in testing using HPL, NCCL, and NeMo.
Topic 4
  • Physical Layer Management: Covers configuring BlueField network platform devices and setting up Multi-Instance GPU (MIG) partitioning for AI and HPC workloads.
Topic 5
  • System and Server Bring-up: Covers end-to-end physical setup of GPU-based AI infrastructure, including BMC
  • OOB
  • TPM configuration, firmware upgrades, hardware installation, and power and cooling validation to ensure servers are workload-ready.

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NVIDIA AI Infrastructure Sample Questions (Q191-Q196):

NEW QUESTION # 191
If two ports must be connected, but one is SFP and one is QSFP, for example, to connect a 25 GbE Host Channel Adapter to a QSFP port capable of both 100 GbE and 25 GbE, which solution would best meet this requirement?

Answer: C

Explanation:
A QSA adapter is the correct solution when an SFP-based device must connect to a QSFP port that supports the required speed mode. QSA stands for QSFP-to-SFP adapter. It allows an SFP or SFP28 transceiver or cable to be inserted into a QSFP or QSFP28 cage, assuming the switch port supports operation at the lower target speed, such as 25 GbE. This is useful in mixed-speed NVIDIA networking environments where a 25 GbE Host Channel Adapter must connect to a switch port that is physically QSFP but electrically capable of
25 GbE operation. SFP connectors alone do not solve the mechanical mismatch because they cannot directly fit into a QSFP cage. An SFP-to-1G BASE-T adapter is intended for 1 GbE copper RJ45 connectivity and does not meet a 25 GbE requirement. A QSFP-to-QSFP DAC cable also fails because the host side is SFP- based. During physical-layer management, engineers must confirm port capability, supported cable type, transceiver compatibility, link speed, and firmware support to avoid link-down conditions during cluster bring- up.


NEW QUESTION # 192
After physically installing a new NVIDIA GPU in a server, you boot the system. You notice that the GPU is not recognized by the operating system. You've verified the card is properly seated and powered. What are the MOST LIKELY causes and solutions? (Select TWO)

Answer: C,E

Explanation:
The most common reasons for a GPU not being recognized are missing or incorrect drivers and an outdated BIOS/UEFI that doesn't support the card. A faulty PCIe slot is possible, but less likely as the initial troubleshooting step. Reinstalling the OS is rarely needed for driver issues. A defective GPU is possible but should be considered after other options are exhausted.


NEW QUESTION # 193
Which of the following are crucial considerations when validating the hardware operation of an NVIDIA-Certified Professional AI Infrastructure server before deploying a production A1 workload? (Select all that apply)

Answer: B,C,D

Explanation:
Validating hardware operation involves checking BIOS/BMC firmware for compatibility and security updates, ensuring PSUs are within operating parameters, and verifying network interface functionality. Synthetic benchmarks alone aren't sufficient; the fans spinning is a basic check, but doesn't validate actual cooling performance under load. Complete hardware validation involves a broad range of checks to prevent later issues.


NEW QUESTION # 194
You are designing a large-scale AI training cluster spanning multiple racks. The networking topology necessitates both short-reach (within rack) and long-reach (inter-rack) connections. Which combination of cable types and transceivers is MOST cost-effective and suitable for this scenario, assuming a mix of 200GbE and 400GbE links?

Answer: C

Explanation:
DAC cables are cost-effective and suitable for short-reach, high-bandwidth connections within a rack. For inter-rack connections, SR4 transceivers with multimode fiber (for shorter inter-rack links) and LR4 transceivers with single-mode fiber (for longer inter-rack links) provide a good balance of cost and performance. AOCs are generally more expensive than DACs. ER4 is overkill for many inter-rack scenarios and is more expensive than LR4.


NEW QUESTION # 195
You're designing a new InfiniBand network for a distributed deep learning workload. The workload consists of a mix of large-message all- to-all communication and small-message parameter synchronization. Considering the different traffic patterns, what routing strategy would MOST effectively minimize latency and maximize bandwidth utilization across the fabric?

Answer: C

Explanation:
A combination of AR and QOS provides the most flexible and effective solution. AR can dynamically adapt to changing traffic patterns and congestion, optimizing for large-message all-to-all communication. QOS can prioritize small-message parameter synchronization, minimizing latency for critical control traffic. Min Hop routing may not always choose the optimal paths, especially in complex topologies. Static routing is difficult to manage and doesn't adapt to changing network conditions. Disabling AR can lead to congestion.


NEW QUESTION # 196
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