HPE Private Cloud AI Solutions : HPE2-B08

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HP HPE2-B08 Exam Syllabus Topics:

HPE Private Cloud AI Solutions Sample Questions:

Question 1

A customer is expanding their HPE Private Cloud AI "Medium" configuration to support a new generative AI inferencing workload. They are concerned about network congestion and latency, as the AI workload is known to generate large, sudden bursts of traffic between the compute nodes and the storage system.
The solution uses NVIDIA Spectrum SN4700M switches for the AI interconnect.
Which feature of these switches is specifically designed to handle bursty traffic and prevent packet loss in a lossless Ethernet fabric?

A. The ability to route traffic based on application-layer metadata.
B. Integrated Silicon Root of Trust to validate the switch firmware integrity.
C. Support for Fibre Channel over Ethernet (FCoE) encapsulation.
D. A fully shared buffer architecture that can dynamically absorb traffic bursts from any port.

Question 2

An architect is sizing an HPE Private Cloud AI solution. The customer plans to deploy a generative AI application for 150 concurrent users that requires Retrieval-Augmented Generation (RAG).
The architect enters the following into the HPE Intelligent Configurator:
```
- Use case: Text Generation
- Number of users: 100-250
- RAG: Yes
- Model: Llama 2 13B (tool default for this use case)
```
Based on the provided inputs, which HPE Private Cloud AI configuration will the HPE Intelligent Configurator most likely recommend?

A. Medium - Expanded (4-node)
B. Small - Expanded (2-node)
C. Small - Standard (1-node)
D. Large - Standard (4-node)

Question 3

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 allows the use of components from other vendors.
B. The Smart Template provides a 90-day free trial of the entire solution.
C. The Smart Template ensures all necessary and validated components, including specific cables, power cords, and software SKUs, are included correctly.
D. The Smart Template guarantees the lowest possible price for the hardware.

Question 4

An AI application is being developed to analyze financial time-series data to predict stock market trends. The model needs to understand long-term dependencies and the sequence in which data points occur.
Which neural network architecture is specifically designed to handle sequential data like text or time- series?

A. K-Means Clustering Algorithm
B. Convolutional Neural Network (CNN)
C. Transformer model
D. A fully connected, feedforward neural network

Question 5

After an architect selects the "HPE Private Cloud AI - Large - Expanded" Smart Template in OCA, they see it includes a significant number of "HPE Factory Express Complex Unit of SVC" services.
What is the purpose of these bundled services?

A. To provide on-site training for the customer's data science team.
B. To cover the pre-integration and configuration of the entire solution at an HPE factory before shipment.
C. To provide a credit for future software purchases on the HPE GreenLake cloud.
D. To allow the customer to exchange the hardware for the next generation at no cost.

Solutions: