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The NVIDIA NCP-AII certification exam offers a great opportunity to advance your career. With the NVIDIA AI Infrastructure certification exam beginners and experienced professionals can demonstrate their expertise and knowledge. After passing the NVIDIA AI Infrastructure (NCP-AII) exam you can stand out in a crowded job market. The NVIDIA AI Infrastructure (NCP-AII) certification exam shows that you have taken the time and effort to learn the necessary skills and have met the standards in the market.

NVIDIA AI Infrastructure Sample Questions (Q184-Q189):

NEW QUESTION # 184
You need to verify the integrity of the BlueField OS image before flashing it to the SmartNIC. Which method would provide the strongest guarantee that the image has not been tampered with?

A. Checking the MD5 checksum of the image against the published MD5 checksum.
B. Verifying the SHA256 checksum of the image against the published SHA256 checksum.
C. Utilizing gpg to verify the image.
D. Downloading the image from a trusted source.
E. Comparing the image size with the expected size from the download source.

Answer: B,C

Explanation:
SHA256 provides a stronger collision resistance than MD5, making it a more reliable method for verifying image integrity. Comparing the image size is not a reliable method, as a small change can be made without significantly altering the size. Downloading from a trusted source is important, but doesn't guarantee the image hasn't been tampered with after it was published. GPG provides cryptographic assurance that the file originated from and was signed by an identified party.

NEW QUESTION # 185
Which of the following is the MOST critical consideration when planning the cooling strategy for a server rack containing multiple NVIDIA A100 GPUs?

A. Using liquid cooling for the CPUs, but air cooling for the GPUs.
B. Applying thermal paste to the GPU memory chips.
C. Increasing the fan speed of the server chassis fans to maximum.
D. Optimizing airflow to ensure hot air is efficiently exhausted from the rack and cool air is drawn in.
E. Ensuring the server room temperature is kept below 25 degrees Celsius.

Answer: D

Explanation:
While ambient temperature is important, optimized airflow is crucial for removing the heat generated by the GPUs. Focusing solely on CPU cooling neglects the GPU heat. Applying thermal paste to memory chips is generally unnecessary unless specifically recommended by the manufacturer. Maximizing fan speed can help, but efficient airflow design is more effective.

NEW QUESTION # 186
You are deploying a new NVLink Switch based cluster. The GPUs are installed in different servers, but need to be configured to utilize NVLink interconnect. Which of the following should be performed during the installation phase to confirm correct configuration?

A. All the GPU's are in the same IP subnet
B. Run standard TCP/IP network bandwidth tests to check inter-server communication.
C. Verify that GPUDirect RDMA is enabled and functioning correctly.
D. Run NCCL tests to verify the GPU-to-GPU bandwidth and latency between servers.
E. Check that the 'nvidia-sm' command shows the correct NVLink topology.

Answer: C,D,E

Explanation:
NCCL tests are specifically designed to test GPU-to-GPU communication. Ensuring GPUDirect RDMA is functioning is essential for low-latency communication. 'nvidia-smi' should display the NVLink topology. TCP/IP tests do not test the NVLink connection. It does not matter if GPUs on different servers are in the same IP subnet as NVLink communication occur directly between the GPUs using RDMA mechanism. Subnetting affects traditional networking layer communication, but not low-level device communication.

NEW QUESTION # 187
Which of the following is the MOST important reason for using a dedicated storage network (e.g., InfiniBand or RoCE) for AI/ML workloads compared to using the existing Ethernet network?

A. Simplified network management and configuration.
B. Improved security due to network isolation.
C. Lower latency and higher bandwidth for data transfer.
D. Automatic Quality of Service (QOS) prioritization for AI/ML traffic.
E. Reduced cost compared to upgrading the existing Ethernet infrastructure.

Answer: C

Explanation:
The primary benefit of a dedicated storage network like InfiniBand or RoCE is the significant improvement in latency and bandwidth (option B) compared to Ethernet. These technologies are designed for high-performance computing and can handle the intense 1/0 demands of AI/ML workloads. While security (A) can be improved through isolation, and QOS (E) is possible, the performance advantage is the most crucial factor. Cost (D) is generally higher, and management (C) can be more complex.

NEW QUESTION # 188
You are tasked with installing a BlueField-2 DPU on a server. After physical installation, the DPU is not recognized by the host OS (Linux). You've verified the power and connection. What is the most likely first step you should take to troubleshoot the issue?

A. Check the system BIOS settings to ensure that IOMMU (Input/Output Memory Management Unit) is enabled and properly configured.
B. Replace the BlueField-2 DPU, assuming it's faulty hardware.
C. Check the UEFI settings to ensure that the PCle slot where the DPU is installed is enabled and configured correctly.
D. Install the latest NVIDIA drivers on the host OS, specifically the BlueField-related drivers.
E. Immediately reflash the BlueField-2 DPU firmware with the latest version.

Answer: A

Explanation:
IOMMU is crucial for the host OS to properly recognize and manage the DPUs resources. If IOMMIJ is disabled or misconfigured, the DPU might not be detected. The other options are less likely to be the immediate cause of the issue. While drivers are important, IOMMIJ is a fundamental requirement. IJEFI config is also imporant but less likely.

NEW QUESTION # 189
......

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