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NVIDIA NCP-AII Exam Syllabus Topics:

SectionWeightObjectives
Topic 1: Control Plane Installation and Configuration19%- Infrastructure software stack deployment
  • 1. Operating system installation
    • 2. Base Command Manager (BCM) installation and HA configuration
      • 3. Cluster setup (Slurm, Enroot, Pyxis)
        - Drivers and toolkits
        • 1. NVIDIA GPU and DOCA drivers installation/update
          • 2. NGC CLI deployment
            • 3. NVIDIA container toolkit installation
              - GPU utilization in containers
              • 1. Docker GPU usage validation
                Topic 2: Cluster Test and Verification33%- Cluster diagnostics
                • 1. ClusterKit multi-node assessment
                  • 2. Storage testing
                    - Network and hardware validation
                    • 1. NVLink validation
                      • 2. Firmware validation (switches, transceivers, BlueField)
                        • 3. Cabling and signal verification
                          - Performance and stress testing
                          • 1. NCCL communication testing
                            • 2. Cluster burn-in tests (HPL, NCCL, NeMo)
                              • 3. Single-node stress testing
                                • 4. HPL (High-Performance Linpack) benchmarking
                                  Topic 3: Physical Layer Management5%- Networking and GPU partitioning
                                  • 1. MIG (Multi-Instance GPU) configuration
                                    • 2. BlueField network platform configuration
                                      Topic 4: System and Server Bring-up31%- Hardware initialization and configuration
                                      • 1. Firmware upgrades including HGX and fault detection
                                        • 2. BMC, OOB, and TPM initial configuration
                                          • 3. Hardware validation for workloads
                                            • 4. GPU server installation and validation
                                              - Physical infrastructure validation
                                              • 1. Storage parameter initialization
                                                • 2. Power and cooling validation
                                                  • 3. Cable and transceiver types validation
                                                    - Deployment and validation lifecycle
                                                    • 1. Network topologies for AI factories
                                                      • 2. Sequence of deployment and validation events
                                                        Topic 5: Troubleshoot and Optimize12%- Fault detection and remediation
                                                        • 1. Replacement of faulty hardware components
                                                          • 2. GPU, fan, network card fault identification
                                                            - Performance optimization
                                                            • 1. Server performance tuning (Intel/AMD platforms)
                                                              • 2. Storage optimization

                                                                >> New NCP-AII Test Notes <<

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                                                                NVIDIA AI Infrastructure Sample Questions (Q23-Q28):

                                                                NEW QUESTION # 23
                                                                If two ports must be connected, but one is SFP and one is QSFP, for example, to connect a 25 GbE HOST CHANNEL ADAPTER to a QSFP port capable of both 100 GbE and 25 GbE, which of the following solutions would best meet this requirement?

                                                                Answer: A

                                                                Explanation:
                                                                TheQSA (QSFP to SFP Adapter)is a mechanical and electrical bridge that allows a single-lane SFP/SFP28 transceiver (typically 10G or 25G) to be plugged into a four-lane QSFP/QSFP28 switch port. In AI infrastructure, this is commonly used to connect low-speed management servers or legacy nodes to a high- speed backbone switch without wasting entire 100G/200G ports or requiring specialized breakout cables. The QSA adapter maps the single lane of the SFP module to the first lane of the QSFP port. This is a "pass- through" solution that maintains the signal integrity and latency characteristics of the link. It is the verified hardware solution for port-density mismatch in NVIDIA networking environments.


                                                                NEW QUESTION # 24
                                                                In a data center utilizing NVIDIA GPUs and NVLink, what is the primary advantage of using a direct-attached NVLink network topology compared to routing traffic over the network?

                                                                Answer: C

                                                                Explanation:
                                                                Direct-attached NVLink provides significantly higher bandwidth and lower latency compared to routing traffic over a traditional network. This is crucial for applications that require intensive GPU-to-GPU communication, such as large-scale AI training. While direct-attached NVLink can simplify configuration in some cases, its primary advantage is the performance improvement.


                                                                NEW QUESTION # 25
                                                                During server maintenance, a system administrator wants to ensure that the NVIDIA DGX server has sufficient disk space for operational activities. The administrator is scripting an alert system that will notify the team if the disk space falls below a threshold. Which command could be included in the maintenance script to check the available disk space on the server?

                                                                Answer: A

                                                                Explanation:
                                                                df -h reports filesystem disk usage in human-readable format, and filtering for /var checks available space on a key operational filesystem commonly used for logs, packages, and system activity. This is suitable for a maintenance script that alerts when disk space drops below a defined threshold.


                                                                NEW QUESTION # 26
                                                                You are installing the operating system as part of the initial setup for a new NVIDIA Base Command Manager (BCM) cluster. Which two of the following actions are essential for a successful OS installation on the cluster's head node? (Pick the 2 correct responses below)

                                                                Answer: C,D

                                                                Explanation:
                                                                Setting up the head node is the foundational step in building an NVIDIA Base Command Manager cluster.
                                                                Option Bis essential because BCM is typically deployed via a specialized "installer ISO" that contains the customized OS (RHEL or Ubuntu base) and the Bright Cluster Manager software stack. Verifying the checksum ensures that no corruption occurred during download, preventing mysterious installation failures.
                                                                Option Dis equally critical because AI clusters rely heavily on synchronized clocks for log aggregation, authentication tokens (like LDAP/Active Directory), and performance monitoring across multiple nodes. If NTP (Network Time Protocol) is not configured during the initial wizard, the resulting time drift can cause the cmdaemon to fail synchronization between the head node and the compute nodes. Modern NVIDIA DGX systems require UEFI boot; therefore, Legacy mode (Option C) is incorrect. PXE configuration (Option A) is a post-installation task that is managed by the head node once the BCM software is already running.


                                                                NEW QUESTION # 27
                                                                You are configuring an NVIDIAAIOO GPU in a server, and after installation and driver setup, lower than the GPU's specified TDP. What are the possible reasons for this? nvidia-smi reports a power limit much

                                                                Answer: C

                                                                Explanation:
                                                                While the other options are possible, a BIOS setting restricting power to the PCIe slot is a common cause of unexpectedly low power limits reported by 'nvidia-smi'. Always check BIOS settings when troubleshooting power-related issues. The GPU should ramp up power if a workload is presented, if its in low power mode.


                                                                NEW QUESTION # 28
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