LATEST NCP-AII EXAM PDF & BRAINDUMP NCP-AII PDF

Latest NCP-AII Exam Pdf & Braindump NCP-AII Pdf

Latest NCP-AII Exam Pdf & Braindump NCP-AII Pdf

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NVIDIA AI Infrastructure Sample Questions (Q200-Q205):

NEW QUESTION # 200
A GPU in your AI server consistently overheats during inference workloads. You've ruled out inadequate cooling and software bugs.
Running 'nvidia-smi' shows high power draw even when idle. Which of the following hardware issues are the most likely causes?

  • A. A BIOS setting that is overvolting the GPU.
  • B. A failing voltage regulator module (VRM) on the GPU board, causing excessive power leakage.
  • C. Degraded thermal paste between the GPU die and the heatsink.
  • D. Insufficient system RAM.
  • E. Incorrectly seated GPU in the PCle slot, leading to poor power delivery.

Answer: B,C,E

Explanation:
Degraded thermal paste loses its ability to conduct heat effectively. A failing VRM can cause excessive power draw and heat generation. An incorrectly seated GPU can cause instability and poor power delivery, leading to overheating. Overvolting in BIOS will definitely cause overheating. While insufficient RAM can cause performance issues, it is less likely to lead to overheating.


NEW QUESTION # 201
You are implementing a security policy on a BlueField-2 DPU to filter traffic based on specific application signatures. Which technology, supported by BlueField, allows you to achieve deep packet inspection (DPI) and apply security rules based on the detected application?

  • A. eBPF (extended Berkeley Packet Filter) with XDP (eXpress Data Path).
  • B. TC (Traffic Control) with 'iptables' rules.
  • C. Netfilter with connection tracking.
  • D. OVS (Open vSwitch) with OpenFlow rules.
  • E. IPsec (Internet Protocol Security) tunnels.

Answer: A

Explanation:
eBPF with XDP is the most suitable technology for deep packet inspection (DPI) on BlueField. It allows you to run custom code at near-line speed to inspect packets and apply security rules based on application signatures. TC and Netfilter are less efficient for DPI, OVS/OpenFlow are more for switching policies, and IPsec focuses on encryption.


NEW QUESTION # 202
Consider the following scenario: You have a BlueField-2 DPU installed in a server. You are trying to establish RDMA (Remote Direct Memory Access) communication between the DPU and another server. However, the RDMA connection fails. Which of the following is the most crucial factor to verify in this scenario?

  • A. That the TCP window size is properly tuned for high-bandwidth communication.
  • B. That the appropriate RDMA kernel modules (e.g., , 'ib_uverbs) are loaded on both the DPUand the remote server.
  • C. That the correct MTU (Maximum Transmission Unit) is configured on the network interfaces involved in the RDMA connection.
  • D. That the clocks on both servers are synchronized using NTP (Network Time Protocol).
  • E. That the power supply to the DPU is providing sufficient wattage.

Answer: B

Explanation:
For RDMA to function correctly, the necessary kernel modules must be loaded on both ends of the connection. These modules provide the core functionality for RDMA communication. While MTU and other network settings are important, the absence of the RDMA modules will prevent the connection from being established in the first place. Clock synchronization and TCP window size are less directly related to the initial RDMA connection failure. Power supply issues would likely manifest in other ways.


NEW QUESTION # 203
You are setting up a BlueField-2 SmartNIC and want to offload network functions. Which of the following are valid methods for enabling hardware offload capabilities?

  • A. Using the 'ethtoor command to enable specific offload features like checksum offload, TCP segmentation offload (TSO), and UDP fragmentation offload (UFO).
  • B. Modifying the device tree to enable specific hardware features.
  • C. Installing and configuring the appropriate Mellanox OFED drivers, which automatically enable many hardware offload features.
  • D. Running a custom script that programs the hardware offload engines directly.
  • E. Recompiling the Linux Kernel with the correct compilation flags.

Answer: A,C

Explanation:
The 'ethtoor command is used to configure various network interface settings, including enabling/disabling hardware offload features. Installing the correct Mellanox OFED drivers is crucial, as they provide the necessary modules and tools to utilize the hardware offload capabilities. While device tree modification can influence hardware behavior, it's less common and typically handled by driver configuration. A custom script directly programming the hardware is unlikely and driver recompilation may be required, but often isn't necessary with default settings.


NEW QUESTION # 204
You are running a Docker container with GPU support using 'nvidia-docker run'. The containerized application unexpectedly fails to detect the GPU. What is the most likely cause?

  • A. The application within the container is not linked against the CUDA libraries.
  • B. The NVIDIA drivers are not installed on the host system.
  • C. The =gpus all' flag was not specified when running the container.
  • D. The Docker image does not include the CUDA toolkit.
  • E. The Docker daemon is not configured to use the NVIDIA runtime.

Answer: C

Explanation:
When running containers that need GPU access, it's essential to explicitly request the GPU resources. The '-gpus all' or '-gpus device=..: flag passed to 'docker run' with the NVIDIA runtime allows the container access to the available GPUs. Without this flag, the container operates as if no GPUs are available. Options A, B, C and D, while potentially problematic, are not the most likely cause if 'nvidia-docker run' was used previously.


NEW QUESTION # 205
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