New NCP-AII Exam Duration & Reliable NCP-AII Dumps Free
New NCP-AII Exam Duration & Reliable NCP-AII Dumps Free
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Our experts have prepared NVIDIA NVIDIA AI Infrastructure dumps questions that will eliminate your chances of failing the exam. We are conscious of the fact that most of the candidates have a tight schedule which makes it tough to prepare for the NVIDIA AI Infrastructure exam preparation. NewPassLeader provides you NCP-AII Exam Questions in 3 different formats to open up your study options and suit your preparation tempo.
The contents of our NCP-AII study materials are all compiled by industry experts based on the examination outlines and industry development trends over the years. NCP-AII exam guide is not simply a patchwork of test questions, but has its own system and levels of hierarchy, which can make users improve effectively. Our NCP-AII Study Materials contain test papers prepared by examination specialists according to the characteristics and scope of different subjects. And if you study with our NCP-AII exam questions, you are bound to pass the NCP-AII exam.
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The NVIDIA NCP-AII Certification is one of the most valuable certificates in the modern NVIDIA world. This NVIDIA AI Infrastructure (NCP-AII) certification exam is designed to validate a candidate's skills and knowledge level. With this NCP-AII exam everyone whether he is a beginner or seasoned professional can not only validate their expertise but also get solid proof of their skills and knowledge. By doing this you can gain several personal and professional benefits.
NVIDIA AI Infrastructure Sample Questions (Q47-Q52):
NEW QUESTION # 47
You are tasked with automating the BlueField OS deployment process across a large number of SmartNICs. Which of the following methods is MOST suitable for this task?
- A. Using a network boot (PXE) server to deploy the BlueField OS image over the network. This allows centralized management and scalability.
- B. Utilizing the 'dd' command to directly copy the image to each SmartNIC's flash memory.
- C. Creating a custom ISO image with the BlueField OS and booting each SmartNIC from a USB drive.
- D. Utilizing a custom-built python script to flash each individual card, controlled from a central server. This method supports parallel flashing.
- E. Manually flashing each SmartNIC using the 'bfboot utility on a workstation.
Answer: A
Explanation:
PXE boot allows for automated and scalable OS deployment over the network, making it the most suitable option for managing a large number of SmartNlCs. Manually flashing or using USB drives is not practical at scale, and using 'dd' directly can be risky and error-prone without proper checks.
NEW QUESTION # 48
You are troubleshooting a performance issue with NVMe-oF traffic being accelerated by a BlueField-2 DPU. You suspect a problem with the RDMA configuration. Which of the following 'perfquery" commands would provide the MOST relevant information to diagnose potential RDMA issues such as packet loss or congestion?
- A. 'perfquery -P (port counters including packet loss and congestion)
- B. 'perfquery -x' (general link statistics)
- C. 'perfquery (QOS statistics)
- D. 'perfquery -G' (global counters)
- E. 'perfquery -s;' (switch statistics)
Answer: A
Explanation:
'perfquery -P' provides port counters, including critical information about packet loss, congestion, and other RDMA-related metrics atthe port level. This is the MOST relevant command for diagnosing performance problems related to RDMA within an NVMe-oF setup. Other options provide less specific or relevant information.
NEW QUESTION # 49
You're deploying a new cluster with multiple NVIDIAAIOO GPUs per node. You want to ensure optimal inter-GPU communication performance using NVLink. Which of the following configurations are critical for achieving maximum NVLink bandwidth?
- A. The server must use a specific CPU model to leverage NVLink capabilities.
- B. The motherboard must support PCle Gen5 to maximize NVLink bandwidth.
- C. The NVIDIA driver must be configured to enable NVLink; it is disabled by default.
- D. All GPUs within a node must be the same model and have identical firmware versions.
- E. GPUs should be physically installed in slots that maximize direct NVLink connections based on the server's architecture.
Answer: D,E
Explanation:
For optimal NVLink performance, several conditions must be met. GPUs of the same model and firmware ensure compatibility and prevent performance bottlenecks. Physical placement is critical; GPUs must be installed in slots that maximize direct NVLink connections, as defined by the server's architecture and documentation. While PCle Gen5 is beneficial for overall system performance, it does not directly impact NVLink bandwidth. NVLink is typically enabled by default. Some CPU models may be preferable, but it's the motherboard's NVLink topology that is more important.
NEW QUESTION # 50
You are configuring a network for a distributed training job using multiple DGX servers connected via InfiniBand. After launching the training job, you observe that the inter-GPU communication is significantly slower than expected, even though 'ibstat' shows all links are up and active. What is the MOST likely cause of this performance bottleneck?
- A. The InfiniBand subnet manager (SM) is configured incorrectly or experiencing performance issues (e.g., path selection is suboptimal, congestion control is not enabled).
- B. The default MTU size of 1500 is too small for efficient large data transfers.
- C. The CPU frequency scaling governor is set to 'powersave', limiting CPU performance.
- D. Incorrect placement of GPUs across NUMA nodes, leading to increased inter-node latency.
- E. The RDMA memory registration limit is too low, causing frequent memory registration and unregistration overhead.
Answer: A
Explanation:
While the other options could contribute to performance issues, the subnet manager (SM) is the MOST likely culprit. A poorly configured or malfunctioning SM can lead to suboptimal path selection (e.g., routing traffic through congested links or longer paths), which significantly increases latency and reduces bandwidth. Congestion control mechanisms, if not properly configured, can also fail to mitigate congestion, leading to packet loss and retransmissions, further degrading performance. Checking the SM logs and configuration is the first step in diagnosing this issue. Incorrect NIJMA placement, small MTIJ, powersave governor, and memory registration limits could also impact performance but are less likely to be the primary bottleneck if the links are up.
NEW QUESTION # 51
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/systemd/system.conf
- C. /etc/modules
- 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 # 52
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