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| Section | Weight | Objectives |
|---|
| Managing and Operating HPE Private Cloud AI Solutions | 30% | - Identify troubleshooting procedures and common issues - Explain backup and recovery procedures - Explain how to monitor HPE Private Cloud AI performance and health - Describe how to manage users and access control - Identify how to manage storage and data resources - Describe the tools and methods for managing HPE Private Cloud AI
|
| 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
|
| Installing and Configuring HPE Private Cloud AI Solutions | 30% | - Explain how to deploy and configure HPE Private Cloud AI components - Identify the steps to configure the HPE Private Cloud AI environment - Identify how to access and use HPE Private Cloud AI management interfaces - Describe the prerequisites for installing HPE Private Cloud AI - Describe how to validate the HPE Private Cloud AI installation
|
| Architecting HPE Private Cloud AI Solutions | 20% | - Identify components of the HPE Private Cloud AI architecture - Describe the AI/ML lifecycle and data pipeline requirements - 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
|
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HPE Private Cloud AI Solutions Sample Questions (Q69-Q74):
NEW QUESTION # 69
A customer is using the NVIDIA NeMo framework within HPE Private Cloud AI to build a custom generative AI application. They need to fine-tune a foundation model using a proprietary dataset. They also want to ensure the final application does not produce toxic content or veer into off-topic conversations.
Which specific toolkits within the NeMo framework should they use to achieve these two distinct goals?
(Choose 2.)
- A. NeMo Retriever
- B. NeMo Curator
- C. NeMo Customizer
- D. NeMo Guardrails
- E. NeMo Evaluator
Answer: C,D
NEW QUESTION # 70
An architect is assessing a customer's workloads to position the correct HPE Private Cloud AI configuration. The customer has a single, massive task: training a foundational vision model from scratch using a petabyte-scale image dataset. The project is expected to take months and requires the absolute maximum compute performance available.
Which AI workload type does this represent, and which HPE solution is most appropriate?
- A. Workload: Edge Computing; Solution: HPE ProLiant DL320 server
- B. Workload: AI Inferencing; Solution: AI-optimized HPE ProLiant DL servers
- C. Workload: AI Model Training; Solution: HPE Cray Systems
- D. Workload: RAG; Solution: HPE Private Cloud AI - Medium configuration
Answer: C
NEW QUESTION # 71
What is the primary advantage of using a Smart Template in OCA for HPE Private Cloud AI versus manually configuring a similar set of hardware?
- A. The Smart Template guarantees the lowest possible price for the hardware.
- B. The Smart Template ensures all necessary and validated components, including specific cables, power cords, and software SKUs, are included correctly.
- C. The Smart Template provides a 90-day free trial of the entire solution.
- D. The Smart Template allows the use of components from other vendors.
Answer: B
NEW QUESTION # 72
An architect has generated a configuration for HPE Private Cloud AI in OCA. The customer wants to know if they can use their existing data center network switches for the high-performance AI interconnect instead of the NVIDIA Spectrum switches included in the BOM.
What is the correct response?
- A. Yes, as long as the existing switches are also from NVIDIA, they are compatible.
- B. No, because the HPE Private Cloud AI solution is air-gapped and cannot connect to external switches.
- C. No, the NVIDIA Spectrum switches are part of the pre-validated, turnkey solution and are required for performance and support.
- D. Yes, any 200GbE switch can be substituted to lower the cost.
Answer: C
NEW QUESTION # 73
An enterprise is designing a solution for training a large, custom Convolutional Neural Network (CNN) for a new computer vision application. Their data science team has determined that the training process will need to be distributed across multiple GPUs to be completed in a reasonable timeframe. The training process involves intensive matrix multiplication operations.
The architect is specifying components from the HPE Private Cloud AI solution.
Which infrastructure components are critical for accelerating this specific distributed training workload?
(Select all that apply.)
```
Workload Analysis:
- AI Model: Large Convolutional Neural Network (CNN)
- Task: Distributed Training
- Key Operation: Intensive matrix multiplication
```
- A. NVIDIA GPUs featuring multiple Tensor Cores.
- B. HPE GreenLake for File Storage with standard NFS over TCP/IP.
- C. The HPE Data Fabric software component.
- D. HPE ProLiant DL325 servers for the worker nodes.
- E. An NVIDIA NVLink Bridge to connect the GPUs.
Answer: A,E
NEW QUESTION # 74
......
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