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NVIDIA NCP-AII Exam Syllabus Topics:

TopicDetails
Topic 1
  • Cluster Test and Verification: Covers full cluster validation through HPL and NCCL benchmarks, NVLink and fabric bandwidth tests, cable and firmware checks, and burn-in testing using HPL, NCCL, and NeMo.
Topic 2
  • System and Server Bring-up: Covers end-to-end physical setup of GPU-based AI infrastructure, including BMC
  • OOB
  • TPM configuration, firmware upgrades, hardware installation, and power and cooling validation to ensure servers are workload-ready.
Topic 3
  • Physical Layer Management: Covers configuring BlueField network platform devices and setting up Multi-Instance GPU (MIG) partitioning for AI and HPC workloads.
Topic 4
  • Troubleshoot and Optimize: Covers identifying and replacing faulty hardware components such as GPUs, network cards, and power supplies, along with performance optimization for AMD
  • Intel servers and storage.
Topic 5
  • Control Plane Installation and Configuration: Covers deploying the software stack including Base Command Manager, OS, Slurm
  • Enroot
  • Pyxis, NVIDIA GPU and DOCA drivers, container toolkit, and NGC CLI.

Reference: https://www.nvidia.com/en-us/learn/certification/ai-infrastructure-professional/

NVIDIA AI Infrastructure Sample Questions:

A customer has just completed the first boot of their DGX system and is prompted to create an administrative user. What is the correct approach for setting up this user to ensure secure BMC and GRUB access?

  • A. Use "sysadmin" as the username and a simple password for ease of management.
  • B. Create separate usernames for BMC and GRUB to maximize flexibility.
  • C. Skip the creation of a new user and retain the default admin account for BMC and GRUB access.
  • D. Create a unique, strong, lower-case username and password that will be used for both BMC and GRUB access, avoiding default or weak credentials.
Reveal Solution  Discussion  0

Correct Answer: D  🗳️

For an NVIDIA Enterprise Al Factory with 256 GPUs, which storage solution characteristic is most critical to validate during scaling tests?

  • A. Maximum 4K random read IOPS exceeding 1 million.
  • B. RAID rebuild times under disk failure.
  • C. Consistent per-node throughput ≥8 GiB/s.
  • D. Single-node write performance during idle clusters.
Reveal Solution  Discussion  0

Correct Answer: C  🗳️

Explanation: Only visible for FreeCram members. You can sign-up / login (it's free).

You are standing up a NVIDIA DGX system for enterprise production. Stakeholder teams require system reliability, performance consistency under load, and proper escalation processes before release. A recent system in another cluster experienced intermittent GPU failures attributed to missed early-stage validation. Which deployment and validation sequence best addresses production readiness and mitigates the risk of avoidable downtime or performance loss?

  • A. Update network topology, assign static IPs and DNS entries, register the system with NVIDIA, then conduct basic OS-level checks and enable user access after log-in testing is successful.
  • B. Power on the system, install all AI frameworks, configure the CUDA and library stack, set up user environments, then plan stress tests and diagnostics as part of ongoing routine operations.
  • C. Complete hardware and cabling, power on the system, update firmware and drivers, run full hardware health checks and stress diagnostics (using NVSM), verify all GPU and system sensor logs, and validate GPU accessibility.
  • D. Install latest OS images and drivers, confirm OS and container functionality, invite users for a monitored production trial, and collect workload feedback to plan any further diagnostics or updates.
Reveal Solution  Discussion  0

Correct Answer: C  🗳️

Explanation: Only visible for FreeCram members. You can sign-up / login (it's free).

Which software library provides GPU acceleration for pandas-like DataFrame operations?

  • A. TensorFlow Data API
  • B. R tidyverse
  • C. RAPIDS cuDF
  • D. Intel oneAPI Data Analytics Library
Reveal Solution  Discussion  0

Correct Answer: C  🗳️

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A system administrator needs to change the RAID level of DGX station and use the script included in the DGX software with no data on the array. What are the options the administrator can choose?

  • A. RAID 10 and RAID 5
  • B. RAID 1 and RAID 5
  • C. RAID 0 and RAID 1
  • D. RAID 0 and RAID 5
Reveal Solution  Discussion  0

Correct Answer: D  🗳️

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