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| Section | Objectives |
|---|---|
| Compute and Virtualization Solutions | - HPE Compute Platforms
|
| Operations, Security, and Troubleshooting | - Monitoring and Management
|
| Kubernetes and MLOps Platforms | - Kubernetes Infrastructure
|
| Design and Implement HPE Private Cloud AI Solutions | - AI Infrastructure Integration
|
| HPC and High-Performance Infrastructure | - HPC Storage and Management
|
>> Valid HPE7-S02 Test Topics <<
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NEW QUESTION # 58
A customer wants to run GPU-accelerated AI training workloads and needs a rack-scale, high- density HPE compute platform optimized for this. Which product line should the integrator recommend?
Answer: A
Explanation:
HPE Apollo 6500 is purpose-built for dense GPU compute, supporting high numbers of GPUs per chassis for AI/ML and HPC training workloads. ProLiant ML350 is a tower server for general- purpose workloads, Edgeline targets ruggedized edge deployments, and MicroServer Gen10 Plus is an entry-level small-business server.
NEW QUESTION # 59
Which correctly characterizes HPE ProLiantXD685 servers?
Answer: A
Explanation:
HPE ProLiant Compute XD685 is an AI/HPC server in a 5U direct-liquid-cooled form factor and is offered with up to 8 NVIDIA Blackwell GPUs, managed through HPE iLO.
NEW QUESTION # 60
Which HPE Smart Array controller feature allows administrators to configure RAID and volumes before the operating system is installed, using a UEFI-based utility?
Answer: D
Explanation:
HPE Smart Storage Administrator, accessible from the UEFI System Utilities (F9/F10 during boot), allows pre-OS RAID and logical drive configuration. The legacy ACU CLI is an offline/scripting tool, Insight Diagnostics is for hardware testing, and Virtual Media is used to mount ISO images remotely, not to configure storage.
NEW QUESTION # 61
A customer has fine-tuned a model and wants to find out whether the model is producing any toxic content.
Which NVIDIA microservice best meets this need?
Answer: B
Explanation:
D is correct. NVIDIA NeMo Evaluator is designed to measure model and application quality against defined evaluation criteria, including safety-related dimensions. Current NeMo evaluation tooling includes safety evaluations for harmful-content generation, toxicity, bias, hate speech, and related robustness concerns. A customer who has fine-tuned a model and wants to determine whether it produces toxic output needs an evaluation service rather than a data-preparation or runtime-policy component.
NeMo Customizer is used to adapt or fine-tune models. NeMo Curator prepares training data through curation, filtering, and deduplication. NeMo Guardrails is used to apply runtime controls to conversational AI applications, such as restricting unsafe topics or validating inputs and outputs. Guardrails can help prevent unacceptable responses in production, but the question asks which microservice is used to evaluate whether the fine-tuned model is producing toxic content.
A sound AI lifecycle therefore separates customization, evaluation, and enforcement: customize the model, evaluate its behavior, and then apply appropriate guardrails and deployment controls.
References/topics: Advanced HPE Compute Solutions, Rev. 26.21, Module 5 "NVIDIA NeMo deep dive"; NVIDIA NeMo Evaluator documentation, safety and security evaluation capabilities.
NEW QUESTION # 62
Which HPE resource should an integrator consult to determine end-of-life (EOL), end-of-service- life (EOSL), and warranty details for a proposed HPE ProLiant Gen10 Plus server configuration?
Answer: C
Explanation:
HPE QuickSpecs provide product specification details, and the HPE Support Center's product lifecycle/warranty pages provide authoritative EOL/EOSL and warranty information for planning purposes. SPOCK addresses interoperability/compatibility (not lifecycle dates), Power Advisor addresses power/cooling sizing, and the OneView Activity Feed is an operational audit log unrelated to product lifecycle data.
NEW QUESTION # 63
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