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71. Frage
A system administrator receives an alert about a potential hardware fault on an NVIDIA DGX A100. The GPU performance seems degraded, and the system fans are operating loudly. What step should be recommended to identify and troubleshoot the hardware fault?
Antwort: D
Begründung:
When a DGX system exhibits high fan speeds and performance degradation, it is typically engaging in Thermal Throttling. High-performance GPUs like the A100 or H100 will automatically reduce their clock speeds (and thus performance) if they exceed safe temperature thresholds. The first and most critical diagnostic step is to run nvidia-smi. This utility provides immediate, real-time telemetry on GPU temperatures, power draw, and " Clocks Throttle Reasons. " By reviewing the output, an administrator can see if " Thermal " is listed as the reason for reduced clocks. This identifies whether the issue is environmental (blocked airflow/hot aisle temperature) or hardware-specific (a failed GPU thermal interface or a dead internal fan). Running more workloads (Option A) would exacerbate the heat, while a power drain (Option C) is a " last resort " that doesn ' t provide diagnostic data. nvidia-smi provides the evidentiary data needed to determine if an RMA (Return Merchandise Authorization) is required for the GPU tray.
72. Frage
You are preparing a Spectrum-based NVIDIA switch for integration into a production Al cluster.
To confirm that all modules are running approved firmware versions, you must use the appropriate command from the switch CLI. Which step most accurately meets best practices for ensuring firmware version consistency and cluster compliance?
Antwort: B
Begründung:
show asic-version is used on NVIDIA Spectrum switches to review firmware versions for switch modules and ASIC-related components. Comparing that output against the approved firmware matrix confirms version consistency and helps ensure the switch is compliant before production integration.
73. Frage
You are setting up a multi-GPU AI server for deep learning. You want to ensure optimal inter-GPU communication. Which of the following interconnect technologies would provide the BEST performance?
Antwort: D
Begründung:
NVLink is designed specifically for high-bandwidth, low-latency inter-GPU communication, offering significantly better performance than PCIe or network connections for workloads that benefit from it. InfiniBand is suitable for node to node communication, while NVLink is for GPU to GPU on the same node.
74. Frage
Which statement best explains why maintaining high cable signal quality is essential in modern high-speed data centers?
Antwort: C
Begründung:
The best answer is B because it explains the operational impact of cable signal quality on the entire high- speed fabric. In NVIDIA AI clusters, InfiniBand and high-speed Ethernet links carry latency-sensitive GPU communication traffic for NCCL, RDMA, distributed training, storage access, and control-plane services.
Poor signal quality increases bit error rates, which can lead to corrected errors, retransmissions, degraded throughput, congestion, timeouts, and unstable workload performance. NVIDIA cabling guidance explains that high-rate InfiniBand networks require excellent signal integrity and low BER, and NVIDIA Ethernet documentation notes that FEC helps detect and correct bit errors on high-speed links. However, FEC is not a substitute for poor cabling; excessive physical-layer errors still reduce performance and complicate troubleshooting. Option C is partially true because EMI and crosstalk can contribute to errors, but it is narrower than the full impact. Option D is also partially true, but it focuses only on FEC. Option A is incorrect because cable length, media type, connector type, and supported transceiver specifications remain critical in modern AI data center deployments.
75. Frage
You are using a custom container runtime other than Docker (e.g., containerd) and need to integrate it with the NVIDIA Container Toolkit.
What command would you use to configure the NVIDIA Container Toolkit for this runtime? (Assume your runtime configuration file is located at '/etc/containerd/config.toml')
Antwort: C
Begründung:
The Anvidia-ctk runtime configure' command is used to configure the NVIDIA Container Toolkit for different container runtimes. When the runtime is not a standard one, the '-runtime=custom' option must be used, and you also provide the path to the configuration file using config=/etc/containerd/config.tomr. There is no 'install' or 'config' subcommand under 'nvidia-ctk runtime' for runtime selection.
76. Frage
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