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| Section | Weight | Objectives |
|---|
| Architecting HPE Private Cloud AI Solutions | 20% | - Explain common AI use cases and how they map to workloads - Describe how HPE Private Cloud AI supports AI/ML workloads - Identify components of the HPE Private Cloud AI architecture - Explain the HPE Private Cloud AI sizing and configuration guidelines - Describe the AI/ML lifecycle and data pipeline requirements
|
| Managing and Operating HPE Private Cloud AI Solutions | 30% | - Describe the tools and methods for managing HPE Private Cloud AI - Identify how to manage storage and data resources - Describe how to manage users and access control - Explain backup and recovery procedures - Explain how to monitor HPE Private Cloud AI performance and health - Identify troubleshooting procedures and common issues
|
| Supporting HPE Private Cloud AI Solutions | 20% | - Describe support resources and documentation - Explain how to work with HPE support services - Identify how to perform firmware and software updates - Describe capacity planning and optimization best practices
|
| Installing and Configuring HPE Private Cloud AI Solutions | 30% | - Describe how to validate the HPE Private Cloud AI installation - Explain how to deploy and configure HPE Private Cloud AI components - Describe the prerequisites for installing HPE Private Cloud AI - Identify the steps to configure the HPE Private Cloud AI environment - Identify how to access and use HPE Private Cloud AI management interfaces
|
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HPE Private Cloud AI Solutions Sample Questions (Q76-Q81):
NEW QUESTION # 76
A customer is building a large-scale AI training cluster using HPE Private Cloud AI.
They have two main requirements for the storage solution:
1. It must provide extremely high throughput and low latency to feed data to a large cluster of NVIDIA H100 GPUs.
2. It must be able to scale performance and capacity independently to accommodate future growth without costly overprovisioning.
The architect is proposing HPE GreenLake for File Storage.
Which architectural features of this solution directly address the customer's requirements? (Select all that apply.)
```
Customer Requirements:
1. High performance for AI training workloads.
2. Independent scaling of performance and capacity.
```
- A. It includes HPE Data Fabric, providing a global namespace across the worker nodes' local drives.
- B. It is managed exclusively through a command-line interface (CLI) for maximum control.
- C. It uses a disaggregated architecture, allowing controller nodes (performance) and storage shelves (capacity) to be scaled separately.
- D. It relies on traditional hard disk drives (HDDs) for cost-effective capacity, with a small flash tier for caching.
- E. It supports GPUDirect Storage (GDS) over a high-speed NVMe-oF (RoCE) network, enabling a direct, low-latency path between storage and GPUs.
Answer: C,E
NEW QUESTION # 77
An IT director for a regional retail chain tells you they are "doing AI." Upon further questioning, you learn they have one data scientist who has built a single, experimental sales forecasting model as a proof-of-concept (PoC). The project lacks clear KPIs for success and there is no formal strategy for how to productionize it or what to do next.
How would you classify this customer's AI maturity level?
- A. AI Pro
- B. Deployer of AI at scale
- C. AI Curious
- D. AI Beginner
Answer: D
NEW QUESTION # 78
An architect is building a final configuration for an HPE Private Cloud AI solution using One Config Advanced (OCA). After selecting the "HPE Private Cloud AI - Medium Expanded" Smart Template, they review the generated Bill of Materials (BOM).
Which components are characteristic of the Medium Expanded configuration that the architect should expect to see in the OCA-generated BOM? (Select all that apply.)
- A. 16x NVIDIA H100 NVL GPUs
- B. 1x HPE ProLiant DL380a Gen11 Server
- C. 2x NVIDIA SN4700M Switches
- D. 16x NVIDIA L40S GPUs
- E. 4x HPE ProLiant DL380a Gen11 Servers
- F. 2x HPE Aruba Networking CX 6300M Switches
Answer: C,D,E,F
NEW QUESTION # 79
An architect is explaining the structure of a simple Artificial Neural Network (ANN) to a client.
Review the following diagram of the network:
```
Input Layer Hidden Layer Output Layer
(Node) -- (Node) -- (Node)
(Node) / (Node) -\- (Node)
(Node) --/ (Node) / (Node)
```
Which component of the network is responsible for producing the final prediction, such as classifying an image as either a "cat" or a "dog"?
- A. Input Layer
- B. Hidden Layer
- C. The connections between the Input and Hidden layers
- D. Output Layer
Answer: D
NEW QUESTION # 80
The three pre-defined sizes (Small, Medium, Large) of HPE Private Cloud AI are designed to address different primary workloads. Match the configuration size to its intended primary workload.
*Configuration Size:
1. Small
2. Medium
3. Large
*Primary Workload:
a. AI Inferencing with RAG and large-scale Fine-Tuning
b. AI Inferencing
c. AI Inferencing with RAG
- A. 1-b, 2-a, 3-c
- B. 1-b, 2-c, 3-a
- C. 1-a, 2-b, 3-c
- D. 1-c, 2-a, 3-b
Answer: B
NEW QUESTION # 81
......
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