NVIDIA NCP-AII Exam Dumps
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NVIDIA NCP-AII Sample Questions
Question # 1What is the primary purpose of running an NCCL burn-in test on a new GPU cluster?
A. To test whether GPUs are properly detected by the operating system and have the
correct drivers installed.
B. To maximize GPU utilization for machine learning workloads and automatically tune deep learning frameworks.
C. To detect and resolve hardware or interconnect issues before production by stressing GPU communication links.
D. To benchmark application-specific runtime performance of AI models using real user data and production training scripts.
Question # 2
After a recent OS upgrade, you need to reinstall NVIDIA GPU and DOCA drivers to support both AI training and accelerated networking. What best practice ensures successful installation and full hardware capability?
A. Download and install only the specific versions of GPU and DOCA drivers listed as
compatible with the current OS and hardware.
B. Apply legacy drivers for hardware released within the last two years to maintain maximum compatibility across versions.
C. Install the latest available drivers directly from the NVIDIA website.
D. Use the default drivers provided by the Linux distribution, unless an installation fails during system boot.
Question # 3
A healthcare organization is deploying an AI system to analyze patient data for predictive diagnostics. The system must comply with strict data protection regulations such as HIPAA, ensuring that sensitive information remains confidential and secure. Considering the need for robust security measures, which combination of strategies should the organization prioritize to protect against data breaches and ensure regulatory compliance?
A. Deploy data masking to obscure sensitive data during processing and use role-based
access control (RBAC) to limit data access based on user roles.
B. Use tokenization to replace sensitive data with non-sensitive tokens and employ multifactor authentication (MFA) for system access.
C. Implement symmetric encryption for all data at rest and rely solely on password-based access controls.
D. Rely on asymmetric encryption for all communications and use data deduplication to minimize storage costs without additional security measures.
Question # 4
An enterprise is deploying an AI Factory using NVIDIA DGX BasePOD architecture. The infrastructure team must ensure high availability and efficient data transfer between compute nodes. Which network topology should they implement for the InfiniBand fabric?
A. Simple ring topology connecting all nodes in a loop.
B. Fat-Tree topology with rail-optimized design.
C. Single flat Ethernet network for all traffic.
D. Star topology with all nodes connected to a single central switch.
Question # 5
An administrator needs to perform a comprehensive pre-production stress test on a DGX H100 system. Which command validates GPU, CPU, memory, and storage components while following NVIDIA’s recommended procedure?
A. nvidia-smi -q | grep "GPU Stress Test"
B. sudo nvsm stress-test --force
C. stress --cpu $(nproc) --io $(nproc) --timeout 600
D. ./gpu_burn 60
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