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| Section | Weight | Objectives |
|---|
| Topic 1: Installing and Configuring HPE Private Cloud AI Solutions | 30% | - Describe how to validate the HPE Private Cloud AI installation - Identify how to access and use HPE Private Cloud AI management interfaces - Identify the steps to configure the HPE Private Cloud AI environment - Explain how to deploy and configure HPE Private Cloud AI components - Describe the prerequisites for installing HPE Private Cloud AI
|
| Topic 2: Managing and Operating HPE Private Cloud AI Solutions | 30% | - Identify troubleshooting procedures and common issues - Identify how to manage storage and data resources - Explain backup and recovery procedures - Describe how to manage users and access control - Describe the tools and methods for managing HPE Private Cloud AI - Explain how to monitor HPE Private Cloud AI performance and health
|
| Topic 3: Architecting HPE Private Cloud AI Solutions | 20% | - Describe the AI/ML lifecycle and data pipeline requirements - Identify components of the HPE Private Cloud AI architecture - Explain the HPE Private Cloud AI sizing and configuration guidelines - Explain common AI use cases and how they map to workloads - Describe how HPE Private Cloud AI supports AI/ML workloads
|
| Topic 4: Supporting HPE Private Cloud AI Solutions | 20% | - Identify how to perform firmware and software updates - Explain how to work with HPE support services - Describe capacity planning and optimization best practices - Describe support resources and documentation
|
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HPE Private Cloud AI Solutions Sample Questions (Q84-Q89):
NEW QUESTION # 84
An architect is designing a high-performance computing environment for a customer with two distinct, demanding workloads:
1. A large-scale, multi-node deep learning model that requires the fastest possible server-to-server communication.
2. A data-intensive analytics workload that requires the fastest possible data ingestion from an HPE GreenLake for File Storage array.
Which combination of technologies from the HPE Private Cloud AI solution should the architect select to optimize both workloads? (Select all that apply.)
- A. A flat TCP/IP network for simplicity, relying on the speed of the 200GbE adapters.
- B. Multi-Instance GPU (MIG) to partition GPUs for each workload.
- C. InfiniBand for the server-to-server fabric and Fibre Channel for the storage fabric.
- D. NVLink for intra-server GPU communication and RoCE for the server-to-server and server-to-storage fabric.
- E. GPUDirect Storage (GDS) to enable a direct data path between storage and GPUs for the analytics workload.
Answer: D,E
NEW QUESTION # 85
An enterprise architecture team is debating the best method to adapt a general-purpose Large Language Model (LLM) for two different, highly-specialized internal use cases:
1. Use Case A: A customer support chatbot that must provide answers strictly based on a rapidly changing knowledge base of product manuals and technical notes. Verifiability and traceability of the information source are critical.
2. Use Case B: An internal code generation assistant that needs to learn the company's specific coding style, proprietary frameworks, and API usage patterns from a large, static codebase.
Which are the most appropriate strategies for these use cases? (Choose 2.)
- A. Use Retrieval-Augmented Generation (RAG) for Use Case A to provide up-to-date, verifiable information at inference time.
- B. Use both RAG and fine-tuning for both use cases as they are always used together.
- C. Use fine-tuning for Use Case A to ensure the model deeply learns the product manual content.
- D. Use RAG for Use Case B to allow the model to retrieve code snippets from the static codebase.
- E. Use fine-tuning for Use Case B to embed the company-specific coding patterns and styles into the model's behavior.
Answer: A,E
NEW QUESTION # 86
A customer's ML Engineer states, "We need to deploy our trained models, and our top priority is simplifying the process. We want to treat our models like cattle, not pets-packaging them into standardized, optimized containers that we can deploy and scale easily via an API." This statement describes the primary benefit of which software component in the HPE Private Cloud AI stack?
- A. NVIDIA NIM (NVIDIA Inference Microservices)
- B. HPE Data Fabric
- C. JupyterLab
- D. Apache Airflow
Answer: A
NEW QUESTION # 87
An architect is using the HPE One Config Advanced (OCA) Smart Template for "HPE Private Cloud AI
- Small - Standard".
What is the worker node configuration they should expect to see in the generated Bill of Materials (BOM)?
- A. 2x HPE ProLiant DL380a Gen11 servers with a total of 8x NVIDIA L40S GPUs
- B. 3x HPE ProLiant DL325 Gen11 servers for management
- C. 4x HPE ProLiant DL380a Gen11 servers with a total of 16x NVIDIA H100 NVL GPUs
- D. 1x HPE ProLiant DL380a Gen11 server with 4x NVIDIA L40S GPUs
Answer: D
NEW QUESTION # 88
An 'AI Pro' customer wants to deploy a solution to create 'digital twins' of their manufacturing equipment for predictive maintenance simulations. This workload requires significant GPU power for both the simulation and the underlying AI model.
Which HPE solution should be positioned as the primary platform for this advanced, data-center based workload?
- A. A standard data warehouse solution without GPU acceleration.
- B. The customer's existing VDI environment.
- C. Individual HPE ProLiant DL320 Gen11 servers at the edge.
- D. HPE Private Cloud AI with NVIDIA.
Answer: D
NEW QUESTION # 89
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