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| Certification Vendor: | NVIDIA |
|---|---|
| Exam Name: | NVIDIA Certified Professional – AI Infrastructure |
| Exam Number: | NCP-AII |
| Exam Duration: | 90 minutes |
| Certificate Validity Period: | 2 years |
| Exam Price: | $195 USD |
| Real Exam Qty: | 50 |
| Related Certifications: | NCP-DES NCP-AI |
| Exam Format: | Multiple Select, Multiple Choice |
| Passing Score: | 700 (scale of 0-1000) |
| Available Languages: | English |
| Sample Questions: | NVIDIA NCP-AII Sample Questions |
| Exam Way: | Online proctored exam (Pearson VUE) |
| Pre Condition: | Recommended: hands-on experience with NVIDIA AI infrastructure products; basic knowledge of Linux, networking, and data center operations |
| Official Syllabus URL: | https://www.nvidia.com/en-us/certifications/ncp-ai-infra/ |
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質問 # 80
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?
正解：C
解説：
The best answer is data masking combined with role-based access control. In healthcare AI environments, patient data must be protected throughout ingestion, preprocessing, training, inference, analytics, and operational access. Data masking helps reduce exposure of sensitive patient identifiers or protected health information when full raw values are not required for a user or processing stage. RBAC ensures that only authorized users, services, or roles can access specific datasets, models, logs, or administrative functions. This is especially important in AI infrastructure where multiple teams may share GPUs, storage, notebooks, Kubernetes namespaces, or model registries. Tokenization and MFA are also valuable, but the option does not include fine-grained authorization over data access. Symmetric encryption at rest is important, but relying solely on passwords is not sufficient for regulated environments. Asymmetric encryption for communications is useful, but deduplication is a storage efficiency feature, not a primary security control. In NVIDIA AI infrastructure, healthcare deployments should combine RBAC, encryption, audit logging, data minimization, masking or de-identification, secure container access, and controlled administrative privileges.
質問 # 81
A DGX server reports degraded performance and storage alerts. How would you use NVSM (NVIDIA System Management) and nvidia-smi to troubleshoot both system and GPU issues?
正解：C
解説：
nvsm show health provides the overall DGX system health summary, while nvsm show storage focuses on storage-related alerts and status. nvidia-smi -q provides detailed GPU diagnostics such as temperature, power, clocks, ECC, utilization, and error information, making this the best combined approach for troubleshooting both storage/system and GPU performance issues.
質問 # 82
During a multi-day NeMo burn-in, intermittent "GPU fell off bus" errors occur. Which diagnostic approach isolates hardware faults?
正解：D
解説：
DCGM diagnostics are designed to validate GPU health and detect hardware-related issues during stress or burn-in testing. Running DCGM alongside the NeMo burn-in helps correlate
"GPU fell off bus" events with GPU telemetry, PCIe issues, ECC errors, thermal behavior, or other hardware fault indicators.
質問 # 83
You are evaluating the integration of NVIDIA BlueField DPUs into your data center's storage architecture to optimize AI workloads. The storage solution chosen has incorporated BlueField DPUs to enhance performance and efficiency. Which of the following benefits directly results from this integration?
正解：C
解説：
NVIDIA BlueField DPUs improve storage architecture efficiency by offloading infrastructure and data-processing tasks from the host CPU. This frees CPU resources for AI workloads while the DPU handles storage, networking, and security-related processing more efficiently.
質問 # 84
A system administrator needs to configure a BlueField DPU and enable RShim on the baseboard management controller (BMC). Which command should be executed?
正解：D
解説：
The ipmitool raw 0x32 0x6a 1 command enables RShim access through the BMC for BlueField DPU configuration. This allows the BMC to expose the RShim interface needed for DPU provisioning and management.
質問 # 85
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NCP-AII模擬試験サンプル: https://www.passtest.jp/NVIDIA/NCP-AII-shiken.html
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