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NVIDIA NCP-AII Exam Syllabus Topics:

Topic	Details
Topic 1	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 2	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 3	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.
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	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.

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NVIDIA AI Infrastructure Sample Questions (Q123-Q128):

NEW QUESTION # 123
An engineer needs to verify the current firmware versions of all components (ATF, BSP, NIC, UEFI) on a BlueField-3 DPU's BMC. Which Redfish API command provides this information?

A. mstflint -d <PCI_ID> query full
B. mlxconfig -d <dev> q
C. curl -k -u root:<password> -X GET https://<DPU-BMC-
IP>/redfish/v1/UpdateService/FirmwareInventory
D. curl -k -u root:<password> -X GET https://<DPU-BMC-IP>/redfish/v1/UpdateService/FirmwareList

Answer: C

Explanation:
The Redfish UpdateService/FirmwareInventory endpoint is used to retrieve firmware inventory details from the BlueField DPU BMC, including installed firmware versions for components such as ATF, BSP, NIC, and UEFI.

NEW QUESTION # 124
A system administrator needs to configure a BlueField DPU and enable RShim on the baseboard management controller (BMC). Which command should be executed?

A. scp <path_to_bfb> root@<bmc_ip>:/dev/rshim0/boot</bmc_ip></path_to_bfb>
B. ipmitool raw 0x32 0x6a 1
C. systemctl enable bmc-rshim.service
D. systemctl restart rshim

Answer: B

Explanation:
The ipmitool raw 0x32 0x6a 1 command enables RShim access through the BMC for BlueField DPU configuration. This allows the BMC to expose the RShim interface needed for DPU provisioning and management.

NEW QUESTION # 125
During cluster deployment, the UFM Cable Validation Tool reports "Wrong-neighbor" errors on multiple InfiniBand links. What is the most efficient way to resolve this issue?

A. Disable FEC on all switches to bypass neighbor validation.
B. Replace all affected cables with higher-grade OM5 fiber optics.
C. Reboot all leaf switches to force LLDP rediscovery.
D. Verify LLDP data against topology files and remediate.

Answer: D

Explanation:
"Wrong-neighbor" errors indicate that the discovered cable peer does not match the expected topology. The efficient resolution is to compare LLDP-discovered neighbor data with the planned topology files, identify the mismatched links, and correct the cabling or topology definition accordingly.

NEW QUESTION # 126
You have a server with 8 NVIDIA A100 GPUs. You want to configure each GPU to be used by a different user, ensuring resource isolation and preventing one user's workload from monopolizing the entire GPU. Which NVIDIA technology is most suitable for this scenario?

A. NVIDIA vGPU (virtual GPU)
B. NVIDIA CUDA MPS (Multi-Process service)
C. NVIDIA SLI (Scalable Link Interface)
D. NVIDIA MIG (Mufti-instance GPU)
E. NVIDIA NVLink

Answer: D

Explanation:
NVIDIA MIG (Multi-lnstance GPU) is designed specifically for this scenario. It allows partitioning a single physical GPU into multiple isolated GPU instances, each with its own dedicated memory, compute, and isolation. CUDA MPS allows multiple CUDA applications to share a single GPU but does not provide the same level of resource isolation as MIG. vGPU is primarily for virtualized environments. SLI and NVLink are for GPU interconnection, not resource isolation.

NEW QUESTION # 127
Which of the following are key benefits of using NVIDIA Spectrum-X switches in an A1 infrastructure compared to traditional Ethernet switches? (Select THREE)

A. Lower cost per port.
B. Support for RoCE (RDMA over Converged Ethernet) and InfiniBand protocols, enabling high-bandwidth, low-latency communication.
C. Native support for IPv6.
D. Hardware-based acceleration for collective communication operations used in distributed A1 training.
E. Advanced telemetry and monitoring capabilities for network performance optimization.

Answer: B,D,E

Explanation:
Spectrum-X switches are designed for high-performance computing and A1 workloads. They support RoCE and InfiniBand for low- latency communication, offer advanced telemetry for network optimization, and include hardware-based acceleration for collective communication operations, improving the efficiency of distributed A1 training. While Spectrum-X supports IPv6, this is also a common feature in modern Ethernet switches. Spectrum-X switches typically have a higher cost per port compared to basic Ethernet switches due to their advanced features and performance.

NEW QUESTION # 128
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