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[General] NCP-AII Test Pdf | Test NCP-AII Dumps.zip

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【General】 NCP-AII Test Pdf | Test NCP-AII Dumps.zip

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NVIDIA AI Infrastructure Sample Questions (Q254-Q259):NEW QUESTION # 254
An A1 server is exhibiting unusually high CPU utilization during a GPU-accelerated workload. How can you determine if the CPU is becoming a bottleneck, preventing the GPUs from achieving their full potential?
  • A. Use 'nvidia-smi' to check the GPU utilization; low GPIJ utilization combined with high CPU utilization indicates a potential CPU bottleneck.
  • B. Monitor CPU utilization using 'top' or 'htop' while the workload is running; sustained high utilization suggests a bottleneck.
  • C. Run a CPU-intensive benchmark in parallel with the GPIJ workload to observe performance degradation.
  • D. All of the above
  • E. Profile the application with a CPU profiler (e.g., 'perf) to identify CPU-bound functions.
Answer: D
Explanation:
All the options provide valid methods for identifying a CPU bottleneck. Monitoring CPU and GPU utilization, profiling the application, and running parallel benchmarks all help to determine if the CPU is limiting GPU performance.

NEW QUESTION # 255
You have a server with two NVIDIA GPUs connected via NVLink. You want to verify that NVLink is functioning correctly. Which command(s) or tool(s) can you use to check the NVLink status and bandwidth?
  • A. 'nvidia-smi topo -m'
  • B. nvcc -version'
  • C. 'nvidia-smi nvlink -statue
  • D. Ispci'
  • E. 'nvidia-settings' (GUI tool)
Answer: A,C
Explanation:
'nvidia-smi nvlink -statuS provides a direct overview of the NVLink status, including link speed and errors. 'nvidia-smi topo shows the topology of the GPUs and how they are connected, including NVLink connections. 'Ispci' lists PCl devices but doesn't provide NVLink- specific information. 'nvcc -version' checks the CUDA compiler version. 'nvidia-settings' is a GUI tool that can display some information, but it's less precise than 'nvidia-smr for NVLink status.

NEW QUESTION # 256
You are managing an A1 infrastructure based on NVIDIA Spectrum-X switches. A new application requires strict Quality of Service (QOS) guarantees for its traffic. Specifically, you need to ensure that this application's traffic receives preferential treatment and minimal latency.
What combination of Spectrum-X features and configurations would be MOST effective in achieving this?
  • A. Increase the MTIJ size on all interfaces to reduce packet fragmentation and overall latency.
  • B. Enable broadcast storm protection.
  • C. Disable Adaptive Routing (AR) to ensure that traffic always takes the shortest path.
  • D. Configure DiffServ Code Point (DSCP) marking on the application's traffic, map these DSCP values to specific traffic classes within the Spectrum-X switch, and configure Weighted Fair Queueing (WFQ) or Strict Priority Queueing on the egress ports.
  • E. Use VLAN tagging to isolate the application's traffic into a separate virtual network.
Answer: D
Explanation:
DSCP marking, traffic class mapping, and WFQ/Strict Priority Queueing are fundamental QOS mechanisms. DSCP marking allows you to classify traffic based on application requirements. Traffic classes within the switch provide different levels of service. WFQ and Strict Priority Queueing ensure that high-priority traffic receives preferential treatment on egress ports. The other options are less relevant to QOS guarantees for a specific application.

NEW QUESTION # 257
You are configuring an InfiniBand subnet with multiple switches. You need to ensure that traffic between two specific nodes always takes the shortest path, bypassing a potentially congested link. Which of the following approaches is MOST effective for achieving this using InfiniBand's routing capabilities?
  • A. Use static routing by manually configuring forwarding tables on each switch along the desired path. This involves specifying DLID-to-Port mappings.
  • B. Implement Quality of Service (QOS) to prioritize the traffic between the two nodes, hoping that this will influence the path selection.
  • C. Utilize the ibroute command or similar tool to inject a static route between the nodes, forcing traffic to follow a specific path identified by LID and port number.
  • D. Rely solely on the Subnet Manager's (SM) default path computation algorithm (e.g., Min Hop) without any modifications.
  • E. Decrease the MTIJ size on the potential congested link.
Answer: C
Explanation:
Static routing with 'ibroute' (or similar) provides the most direct and reliable way to ensure traffic follows a specific path. The SM's default algorithm might not always choose the optimal path, and QOS only prioritizes traffic, not forces a specific route. Configuring forwarding tables manually on each switch is error-prone and difficult to manage at scale.

NEW QUESTION # 258
When deploying BlueField OS using PXE boot, which of the following files on the PXE server is responsible for specifying the kernel, initrd, and device tree files to be loaded by the client?
  • A. tftpboot/pxelinux.0
  • B. /boot/grub/grub.cfg
  • C. pxelinux.cfg/default
  • D. dhcpd .conf
  • E. tftpboot/lpxelinux.0
Answer: C
Explanation:
The 'pxelinux.cfg/default' file (or a similar configuration file based on the client's MAC address or IP address) contains the configuration directives for the PXE bootloader, including specifying the kernel, initrd, and device tree files. 'dhcpd.conf is for DHCP server configuration, 'pxelinux.ff is the PXE bootloader itself, and '/boot/grub/grub.cfg' is a GRUB configuration file, usually on the client's disk.

NEW QUESTION # 259
......
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