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NVIDIA NCP-AII Exam Syllabus Topics:
| Section |
Weight |
Objectives |
| Cluster Test and Verification |
33% |
- Network and hardware validation
- 1. Firmware validation (switches, transceivers, BlueField)
- 2. Cabling and signal verification
- 3. NVLink validation
- Performance and stress testing
- 1. Single-node stress testing
- 2. NCCL communication testing
- 3. HPL (High-Performance Linpack) benchmarking
- 4. Cluster burn-in tests (HPL, NCCL, NeMo)
- Cluster diagnostics
- 1. ClusterKit multi-node assessment
- 2. Storage testing
|
| Control Plane Installation and Configuration |
19% |
- GPU utilization in containers
- 1. Docker GPU usage validation
- 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 container toolkit installation
- 2. NVIDIA GPU and DOCA drivers installation/update
- 3. NGC CLI deployment
|
| Physical Layer Management |
5% |
- Networking and GPU partitioning
- 1. MIG (Multi-Instance GPU) configuration
- 2. BlueField network platform configuration
|
| System and Server Bring-up |
31% |
- Physical infrastructure validation
- 1. Power and cooling validation
- 2. Storage parameter initialization
- 3. Cable and transceiver types validation
- Hardware initialization and configuration
- 1. Hardware validation for workloads
- 2. GPU server installation and validation
- 3. Firmware upgrades including HGX and fault detection
- 4. BMC, OOB, and TPM initial configuration
- Deployment and validation lifecycle
- 1. Network topologies for AI factories
- 2. Sequence of deployment and validation events
|
| Troubleshoot and Optimize |
12% |
- Performance optimization
- 1. Storage optimization
- 2. Server performance tuning (Intel/AMD platforms)
- Fault detection and remediation
- 1. Replacement of faulty hardware components
- 2. GPU, fan, network card fault identification
|
>> NCP-AII최신버전 공부자료 <<
시험대비 NCP-AII최신버전 공부자료 덤프데모문제 다운
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최신 NVIDIA-Certified Professional NCP-AII 무료샘플문제 (Q84-Q89):
질문 # 84
A system administrator needs to validate a GPU-based server and ensure that no errors occur under load.
What command should be used?
- A. stress-test --usage
- B. nvsm dump health
- C. nvsm show health
- D. nvsm stress-test
정답:C
설명:
While there are many ways to stress a system, the verified method to check for errors under load in an NVIDIA DGX environment is to monitor the system using NVSM (NVIDIA System Management). Running nvsm show health is the standard command to verify that all hardware components-including GPUs, memory, and storage-are operating within their defined specifications. To truly ensure no errors occur " under load, " an administrator will typically run a workload (like HPL or NCCL tests) and concurrently run nvsm show health or nvsm monitor to check for real-time telemetry such as thermal throttling, PCIe errors, or power fluctuations. nvsm show health aggregates data from the BMC and the OS to provide a " Red/Green " status of the entire system. There is no standard command named nvsm stress-test (Option D) or stress-test -- usage (Option B) in the official NVIDIA DGX software stack.
질문 # 85
A system administrator needs to install the NVIDIA Container Toolkit and perform the following actions:
- Update apt
- Issue the install command
- Configure the Docker daemon to recognize the NVIDIA Container Runtime
- Restart the Docker daemon to complete the installation.
What step should be taken first?
- A. Initialize NVIDIA Omniverse configuration
- B. Stop toolkit process
- C. Add NVIDIA Repository
- D. Install SNAP package manager
정답:C
설명:
Before running apt update and installing the NVIDIA Container Toolkit package, the NVIDIA package repository must be added so the package manager can locate and install the correct toolkit packages.
질문 # 86
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. Update the DPU's BMC firmware to the latest version.
- C. Generate cryptographic keys and enroll them in the DPIJ's IJEFI firmware using tools provided by NVIDIA or Mellanox.
- D. Flash the BlueField-3 DPIJ with a secure boot-enabled OS image that is signed with the enrolled keys.
- E. Install the latest version of the Mellanox OFED drivers on the host server.
정답:C,D
설명:
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.
질문 # 87
A System Administrator needs to change the scheduling behavior of a single GPU to use a fixed share scheduler. What command achieves this?
- A. esxcli system module parameters set -m nvidia -p
- B. nvidia-smi -i 0 -mig 1
- C. esxcli -i 0 -mig 18
- D. mlxconfig -d /dev/mst/mt4123_pciconf0 set LINK_TYPE_P1 =2
정답:B
설명:
NVIDIA Multi-Instance GPU (MIG) technology, introduced with the Ampere architecture (A100) and enhanced in Hopper (H100), allows a single physical GPU to be partitioned into multiple isolated instances.
To manage these instances and their scheduling behavior (such as moving from a default time-sliced scheduler to a fixed-share or "MIG" partitioned mode), the nvidia-smi utility is used. The command nvidia- smi -i 0 -mig 1 enables MIG mode on the first GPU (index 0). Once MIG is enabled, the administrator can create specific GPU instances with dedicated compute and memory resources. This "Fixed Share" approach ensures that one tenant's workload does not impact the performance or latency of another, which is critical for deterministic AI inference and multi-tenant cloud environments. Option A and B refer to VMware ESXi specific commands which are not the primary method for raw hardware configuration in standard AI infrastructure, and Option D is for network adapter configuration.
질문 # 88
To verify correct installation of a DGX system, which command should a system administrator use to collect system configuration and diagnostic information?
- A. nvsm get health
- B. lspci | grep DPU
- C. nvsm show health
- D. nvsm stress-test
정답:C
설명:
nvsm show health is used to verify DGX system health after installation by checking the system's configuration and diagnostic status. It provides a quick confirmation that key hardware components are detected and operating correctly.
질문 # 89
......
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