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New NCP-AII Test Pattern - Customized NCP-AII Lab Simulation

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The NVIDIA AI Infrastructure NCP-AII Questions lead to NVIDIA NCP-AII certification. The NCP-AII certification is for anyone new to the industry. Whether you have just graduated from college, making a career change, already working in the sector, or searching for new ways to progress, the NVIDIA NCP-AII Certification is ideal for you. If you want to appear in the NCP-AII test of NVIDIA NCP-AII certification, you should have basic hands-on experience.

NVIDIA AI Infrastructure Sample Questions (Q272-Q277):

NEW QUESTION # 272
You are troubleshooting slow I/O performance in a deep learning training environment utilizing BeeGFS parallel file system. You suspect the metadata operations are bottlenecking the training process. How can you optimize metadata handling in BeeGFS to potentially improve performance?

A. Increase the number of storage targets (OSTs) to distribute the data across more devices.
B. Increase the number of metadata servers (MDSs) and distribute the metadata load across them.
C. Enable client-side caching of metadata on the training nodes.
D. Implement data striping across multiple OSTs.
E. Configure BeeGFS to use a different network protocol with lower overhead.

Answer: B

Explanation:
Metadata operations like file creation, deletion, and attribute modification can become a bottleneck in parallel file systems. Increasing the number of metadata servers (MDSs) (option C) and distributing the metadata load across them is the direct way to improve metadata handling performance in BeeGFS.

NEW QUESTION # 273
Which protocol is commonly used in Spine-Leaf architectures for dynamic routing and load balancing across multiple paths?

A. OSPF (Open Shortest Path First)
B. BGP (Border Gateway Protocol)
C. STP (Spanning Tree Protocol)
D. ECMP (Equal-Cost Multi-Path)
E. VRRP (Virtual Router Redundancy Protocol)

Answer: D

Explanation:
ECMP (Equal-Cost Multi-Path) is crucial for efficiently utilizing the multiple paths available in a Spine-Leaf architecture. It allows traffic to be distributed across these paths, improving throughput and reducing congestion. OSPF and BGP can be used for routing but do not inherently provide per-packet load balancing. STP is used to prevent loops, and VRRP provides router redundancy, neither of which directly address load balancing across multiple equal-cost paths.

NEW QUESTION # 274
You are configuring a network bridge on a Linux host that will connect multiple physical network interfaces to a virtual machine. You need to ensure that the virtual machine receives an IP address via DHCP. Which of the following is the correct command sequence to create the bridge interface 'br0', add physical interfaces 'eth0' and 'eth1' to it, and bring up the bridge interface? Assume the required packages are installed. Consider using 'ip' command.

Answer: B

Explanation:
Option D is the correct sequence using the Sip' command. First, create the bridge ' bro'. Then, add the physical interfaces 'eth0 and "eth1' as slaves to the bridge. Next, bring up the physical interfaces. After that, bring up the bridge interface . Finally, use "dhclient bro to obtain an IP address for the bridge via DHCP. Option C is the old way, using 'brctr and 'ifconfig', which are deprecated. The others lack the crucial step of bringing up the bridge after attaching the physical interfaces and before running 'dhclient'.

NEW QUESTION # 275
You are deploying a BlueField-3 DPU within a secure environment. You are required to enable secure boot to prevent unauthorized firmware from being loaded. Which steps are typically involved in enabling secure boot on a BlueField-3 DPU, starting from a factory- default state? (Select TWO)

A. Flash the BlueField-3 DPIJ with a secure boot-enabled OS image that is signed with the enrolled keys.
B. Configure the server's BIOS to enable UEFI boot mode.
C. Generate cryptographic keys and enroll them in the DPIJ's IJEFI firmware using tools provided by NVIDIA or Mellanox.
D. Update the DPU's BMC firmware to the latest version.
E. Install the latest version of the Mellanox OFED drivers on the host server.

Answer: A,C

Explanation:
The crucial steps are generating and enrolling cryptographic keys in the DPIJ's UEFI firmware, which establishes the chain of trust, and flashing the DPIJ with a secure boot-enabled OS image signed with those keys. Without these, secure boot won't function correctly. While updating the BMC firmware (E) is generally a good practice, and enabling IJEFI boot mode in the server's BIOS (C) is necessary for UEFI in general, they are not specific steps for enabling secure boot on the DPIJ itself . Installing host drivers (A) is also irrelevant to secure boot.

NEW QUESTION # 276
You are using GPU Direct RDMA to enable fast data transfer between GPUs across multiple servers. You are experiencing performance degradation and suspect RDMA is not working correctly. How can you verify that GPU Direct RDMA is properly enabled and functioning?

A. Check the output of 'nvidia-smi topo -m' to ensure that the GPUs are connected via NVLink and have RDMA enabled.
B. Run a bandwidth benchmark using a tool like or to measure the RDMA throughput.
C. Examine the 'cimesg' output for any errors related to RDMA or InfiniBand drivers.
D. Use the 'ibstat command to verify that the InfiniBand interfaces are active and connected.
E. Ping the other servers to ensure network connectivity.

Answer: B,C,D

Explanation:
'dmesg' will show errors during RDMA driver initialization. Sibstat' confirms the InfiniBand interface status. Benchmarking with or validates the actual RDMA throughput. 'nvidia-smi topo -m' shows the topology but not necessarily active RDMA. Pinging only verifies basic network connectivity, not RDMA functionality.

NEW QUESTION # 277
......

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