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NVIDIA AI Infrastructure Sample Questions (Q204-Q209):

NEW QUESTION # 204
An Ai infrastructure relies on a liquid cooling system to dissipate heat from multiple NVIDIA GPUs. After a recent software update, users report intermittent performance degradation and system crashes. You suspect a cooling issue. Which TWO of the following checks are the MOST critical in diagnosing the root cause?

A. Run a memory test on the host system.
B. Examine the ambient temperature in the data center.
C. Verify the pump speed and coolant flow rate within the liquid cooling system.
D. Analyze the system logs for GPU-related errors, specifically those indicating thermal throttling or power capping.
E. Check the CPU temperature using 'sensors' command.

Answer: C,D

Explanation:
Verifying pump speed and flow rate (A) is crucial for liquid cooling systems. Reduced flow can lead to inadequate cooling and thermal issues. Analyzing system logs for GPU-related errors (C) will directly indicate whether thermal throttling or power capping are occurring, which are common symptoms of cooling problems.

NEW QUESTION # 205
In a large-scale InfiniBand fabric, you need to implement a mechanism to prioritize traffic for a specific application that requires low latency and high bandwidth. You want to leverage Quality of Service (QOS) to achieve this. Which of the following steps are essential to properly configure QOS in this scenario? (Select THREE)

A. Disable Adaptive Routing (AR) to ensure that the application's traffic always takes the shortest path.
B. Configure Weighted Fair Queueing (WFQ) or Strict Priority Queueing on the egress ports of the InfiniBand switches to prioritize the application's traffic class.
C. Map the application's traffic to a specific traffic class with appropriate priority settings within the InfiniBand switches.
D. Mark the application's traffic with appropriate DiffServ Code Point (DSCP) values.
E. Configure VLAN tagging on the application's traffic to isolate it from other traffic.

Answer: B,C,D

Explanation:
Effective QOS requires traffic classification (DSCP marking), mapping to appropriate traffic classes with priority settings, and configuring queueing mechanisms (WFQ/Strict Priority Queueing) on egress ports to enforce the priority. VLAN tagging is useful for network segmentation but not directly for QOS. Disabling AR might reduce path diversity, but could also lead to congestion if the shortest path is already heavily utilized.

NEW QUESTION # 206
Which of the following statements are correct regarding the use of NVIDIA GPUs with Docker containers?

A. The 'nvidia-smr command can only be run on the host machine, not inside a Docker container.
B. CUDA libraries are required inside the container if your application uses CODA.
C. You must install NVIDIA drivers inside the Docker container to enable GPU support.
D. Using environment variables like 'CUDA VISIBLE DEVICES' within the container can influence which GPUs are accessible to the application.
E. The NVIDIA Container Toolkit allows you to run GPU-accelerated applications in Docker containers without modifying the container image.

Answer: B,D,E

Explanation:
The NVIDIA Container Toolkit allows GPU-accelerated apps to run in Docker without altering the image. The host's drivers are leveraged. CUDA libraries are necessary inside the container if your app uses CUDA. is used to control GPU visibility within the container. Drivers are not needed inside the container because they're managed by the host (making B incorrect), and 'nvidia-smi' can be run inside containers if the NVIDIA Container Toolkit is properly set up (making C incorrect).

NEW QUESTION # 207
A DGX A100 server with dual power supplies reports a critical power event in the BMC logs. One PSU shows a 'degraded' status, while the other appears normal. What immediate actions should you take to ensure continued operation and prevent data loss?

A. Hot-swap the degraded PSU with a replacement unit.
B. Migrate all workloads to other servers in the cluster to minimize the impact of a potential complete PSU failure.
C. Immediately shut down the server gracefully to prevent further damage to the faulty PSIJ.
D. Reduce the GPU power limit using 'nvidia-smi' to decrease the overall power consumption of the server.
E. Monitor the remaining PSU's load and temperature closely; if stable, continue operation until a scheduled maintenance window.

Answer: A,B

Explanation:
Hot-swapping the degraded PSU (B) restores redundancy. Migrating workloads (E) minimizes the risk of data loss or service interruption if the remaining PSU fails. Shutting down the server (A) causes unnecessary downtime if hot-swapping is possible. Monitoring the remaining PSU (C) is a good practice, but it's not a replacement for restoring redundancy or mitigating risk. Reducing GPU power limits (D) may help prevent further strain but is a temporary solution that impacts performance.

NEW QUESTION # 208
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. Reduced cost compared to upgrading the existing Ethernet infrastructure.
C. Automatic Quality of Service (QOS) prioritization for AI/ML traffic.
D. Improved security due to network isolation.
E. Lower latency and higher bandwidth for data transfer.

Answer: E

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 # 209
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2025 Test NCP-AII Sample Online | Pass-Sure 100% Free Valid NVIDIA AI Infrastructure Test Cram

Free NVIDIA AI Infrastructure Testking Torrent - NCP-AII Valid Pdf & NVIDIA AI Infrastructure Prep Training

NVIDIA AI Infrastructure Sample Questions (Q204-Q209):

Avail the Best Accurate Test NCP-AII Sample Online to Pass NCP-AII on the First Attempt