NVIDIA NCP-AII

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NVIDIA AI Infrastructure Sample Questions:

1. An AI infrastructure utilizes NVIDIA ConnectX-7 NICs for inter-node communication. The requirement is to achieve a bandwidth of 400GbE with low latency over a distance of 100 meters. Which transceiver and cable type combination is MOST suitable for this scenario?

A) QSFP-DD SR8 transceiver with OM3 multi-mode fiber cable.
B) QSFP-DD LR8 transceiver with OM4 multi-mode fiber cable.
C) QSFP-DD DR4 transceiver with single-mode fiber cable.
D) QSFP-DD FR4 transceiver with single-mode fiber cable.
E) QSFP-DD SR4 transceiver with OM4 multi-mode fiber cable.

2. You have a server with two NVIDIA GPUs connected via NVLink. You want to verify that NVLink is functioning correctly. Which command(s) or tool(s) can you use to check the NVLink status and bandwidth?

A) Ispci'
B) 'nvidia-smi topo -m'
C) 'nvidia-smi nvlink -statue
D) 'nvidia-settings' (GUI tool)
E) nvcc -version'

3. You are deploying BlueField OS in a highly secure environment. Which of the following security measures are MOST important to consider during and after the OS deployment?

A) Disabling unnecessary services and ports to reduce the attack surface.
B) Regularly updating the BlueField OS and all installed software to patch security vulnerabilities.
C) Enabling secure boot to ensure only trusted code is executed during the boot process.
D) Configuring a strong firewall to restrict network access to only necessary services.
E) Implementing a strict password policy for all user accounts.

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

5. Which of the following storage technologies are most suitable for storing large training datasets used in deep learning, considering both performance and cost?

A) Tape backup systems
B) SATA HDDs in a network-attached storage (NAS) configuration
C) A parallel file system (e.g., BeeGFS, Lustre) deployed on NVMe SSDs
D) High-performance NVMe SSDs in a local RAID configuration
E) Object storage (e.g., AWS S3, Azure Blob Storage) accessed directly from the training nodes

Solutions: