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HP HPE7-S01 Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Design HPE Solutions for AI and HPC Workloads | 50% | - Infrastructure integration
|
| Topic 2: Demonstrate AI Solutions | 10% | - AI solution demonstration
|
| Topic 3: Manage Implementation and Startup of HPE AI and HPC Solutions | 2% | - Deployment and validation
|
| Topic 4: Explain HPE Compute AI and HPC Solution Components and Architecture | 38% | - HPE Compute portfolio
|
HP Advanced HPE Compute Architect Solutions Written Sample Questions:
1. Company TXXX is working on autonomous vehicle simulation and needs a system optimized for high-throughput training of generative AI models. The customer already uses HPE iLO to manage other servers and would like to continue with that option.
Which HPE server model aligns with these goals?
A) HPE Cray XD670
B) HPE ProLiant Compute XD685
C) HPE Cray XD2000
D) HPE ProLiant DL580 Gen12
2. You are demonstrating HPE Private Cloud AI and HPE Machine Learning Inference Software to a customer. The customer says that the organization has a custom model, stored in an OpenLLM hub, which they would like to deploy with HPE Machine Learning Inference Software.
What should you explain?
A) HPE Machine Learning Inference Software can deploy this model if the customer packages it with Bento Archive and saves it to a PVC in HPE Private Cloud AI.
B) While HPE Machine Learning Inference Software does not support deploying custom models, KServe, also provided by HPE Private Cloud AI, does.
C) While HPE Machine Learning Inference Software does not support deploying custom models, Ray Serve, also provided by HPE Private Cloud AI, does.
D) HPE Machine Learning Inference Software supports pulling this model from the hub and deploying it.
3. A customer asks about the options HPE Private Cloud AI includes out of the box for hyperparameter optimization (HPO) during fine-tuning.
What is one thing that you should explain?
A) Administrators must expose the built-in Kuberay head service port 10001 externally in order to support Ray Tune.
B) Administrators must install a Livy server with which users can run interactive HPO sessions.
C) Users can apply HPO to any training code by uploading the code to the MLflow UI accessible from HPE AI Essentials out of the box.
D) Users can run Katib experiments using the built-in Kubeflow framework, which includes several predefined trial templates.
4. What is the role of the Retriever Embedding NIM in an NVIDIA NeMo retriever pipeline?
A) To receive ingested data and prepare it for storage in a RAG database
B) To determine which vectors retrieved from the RAG database best match a query
C) To submit queries to a structured database
D) To generate responses to queries submitted by users
5. A retail customer has 400 ProLiant DL servers distributed across store locations with no local IT staff and no management appliance on site.
Which HPE solution should you recommend for firmware lifecycle management?
A) HPE Systems Insight Manager with remote agents
B) HPE Compute Ops Management
C) HPE OneView deployed at the central data center
D) iLO Federation with a designated group leader per store
Solutions:
| Question # 1 Answer: B | Question # 2 Answer: D | Question # 3 Answer: D | Question # 4 Answer: A | Question # 5 Answer: B |

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