NCP-AII RELIABLE BRAINDUMPS, NCP-AII EXAM ENGINE

NCP-AII Reliable Braindumps, NCP-AII Exam Engine

NCP-AII Reliable Braindumps, NCP-AII Exam Engine

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NVIDIA AI Infrastructure Sample Questions (Q162-Q167):

NEW QUESTION # 162
You're deploying a large language model for inference using NVIDIA Triton Inference Server. You need to validate that the server can handle the expected query load while maintaining acceptable latency. Which tools and metrics are most relevant for this validation?

  • A. All of the above
  • B. Employ a load testing tool (e.g., 'locust' , 'JMeter') to simulate client requests and measure response times.
  • C. Utilize Triton's built-in metrics endpoint to track latency, throughput, and request queue length.
  • D. Use 'nvidia-smi' to monitor GPIJ utilization and memory usage.
  • E. Check CPU utilization using 'top'

Answer: A

Explanation:
Validating Triton's performance requires a comprehensive approach. Monitoring GPU usage with 'nvidia-smi', tracking Triton's internal metrics, using load testing tools to simulate real-world traffic, and monitoring CPU utilization are all important for identifying bottlenecks and ensuring optimal performance.


NEW QUESTION # 163
You notice that one of the fans in your GPU server is running at a significantly higher RPM than the others, even under minimal load. ipmitool sensor' output shows a normal temperature for that GPU. What could be the potential causes?

  • A. The server's BMC (Baseboard Management Controller) has a faulty temperature sensor reading, causing it to overcompensate.
  • B. The fan's PWM control signal is malfunctioning, causing it to run at full speed.
  • C. The fan is attempting to compensate for restricted airflow due to dust buildup.
  • D. A network connectivity issue is causing higher CPU utilization, leading to increased system-wide heat.
  • E. The fan bearing is wearing out, causing increased friction and requiring higher RPM to maintain airflow.

Answer: B,C,E

Explanation:
A malfunctioning PWM control signal, worn fan bearings, or restricted airflow can all cause a fan to run at higher RPMs. While a faulty BMC sensor could be a cause, the question states that 'ipmitool sensor' shows a normal temperature. Network connectivity issues are less likely to cause an isolated fan to run high, if the GPU temperature is normal.


NEW QUESTION # 164
An AI server utilizes a QSFP28 transceiver with MPO connector. During troubleshooting, you suspect a faulty transceiver. Which steps are most important to perform when physically inspecting and testing the transceiver?

  • A. Visually inspect the connector for damage, clean the connector end-face with an appropriate fiber optic cleaning tool, and perform an Optical Time Domain Reflectometer (OTDR) test.
  • B. Check the transceiver's firmware version, measure the transceiver's temperature using an infrared thermometer, and perform a bit error rate test (BERT).
  • C. Visually inspect the connector for damage, clean the connector end-face with an appropriate fiber optic cleaning tool, and verify the transceiver's DOM (Digital Optical Monitoring) information, particularly TX power, RX power, and temperature.
  • D. Examine the transceiver's EEPROM data, measure the supply voltage with a multimeter, and perform a link speed auto-negotiation test.
  • E. Verify the transceiver's DOM (Digital Optical Monitoring) information, clean the connector end-face with a dry cloth, and perform a ping test.

Answer: C

Explanation:
The MOST important steps involve visual inspection for damage, cleaning the connector to ensure a good optical connection, and verifying DOM information to assess the transceivers health and signal levels. OTDR is more suited for cable diagnosis. While firmware and voltage are relevant, the DOM provides immediate health indicators.


NEW QUESTION # 165
Which configuration file should be modified to blacklist the 'nouveau' driver on a system running systemd to prevent conflicts with the NVIDIA driver?

  • A. /etc/modprobe.d/blacklist-nouveau.conf
  • B. /etc/modules
  • C. /etc/systemd/system.conf
  • D. /boot/grub/grub.cfg
  • E. /etc/default/grub

Answer: A

Explanation:
The file '/etc/modprobe.d/blacklist-nouveau.conf is the standard location to blacklist the 'nouveau' driver. This prevents it from loading and conflicting with the NVIDIA driver. "/etc/modules' is a list of modules to load at boot, but not for blacklisting. '/boot/grub/grub.cfg' is the GRUB configuration file, not for module blacklisting. S/etc/systemd/system.conf is the systemd configuration file, not module related. 'letc/default/grub' is where you configure Grub settings and update GRUB, but it is not the right location for blacklisting modules.


NEW QUESTION # 166
You're deploying BlueField OS to multiple SmartNICs with varying hardware revisions. How can you ensure that the correct device tree is loaded for each specific SmartNIC during the boot process?

  • A. Use a bootloader (e.g., U-Boot) that can detect the hardware revision and load the appropriate device tree based on a predefined mapping.
  • B. Relocate the device tree after the OS is running, but before services are started using a custom script.
  • C. Embed the device tree within the kernel image. The kernel will automatically select the correct one during boot.
  • D. Manually specify the device tree file in the bootloader configuration for each SmartNI
  • E. Create a single device tree that is compatible with all SmartNIC revisions. The kernel will automatically handle compatibility.

Answer: D

Explanation:
A bootloader like U-Boot is designed to handle hardware detection and conditional loading of resources like device trees. It can identify the SmartNIC revision and load the corresponding DTB file. Creating a single compatible DTB is difficult and may not fully utilize hardware capabilities. Manually specifying the DTB for each NIC is not scalable. Embedding the DTB in the kernel is uncommon. Attempting to modify the device tree at runtime could lead to instability.


NEW QUESTION # 167
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