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HPE Private Cloud AI Solutions Sample Questions:

1. An AI development team is training a large language model that exceeds the memory capacity of a single GPU. To continue training, they need to distribute the workload across multiple GPUs within the same server.
Which combination of HPE server and NVIDIA technology is specifically designed to provide a high- bandwidth, direct communication path between GPUs, bypassing the PCIe bus for improved performance in multi-GPU training?

A) HPE Alletra Storage MP with RoCE-capable network adapters
B) HPE ProLiant DL325 Gen11 server with NVIDIA L4 GPUs
C) HPE ProLiant DL380a Gen12 server with an NVIDIA NVLink Bridge
D) HPE ProLiant DL380a Gen11 server with GPUDirect Storage (GDS)

2. 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) AI Curious
C) Deployer of AI at scale
D) AI Beginner

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

4. During a discovery call, a customer from a telecommunications company explains their primary goal:
"We need to analyze network traffic patterns in real-time to detect anomalies that could indicate a security threat or a network outage." Which key use case for HPE Private Cloud AI does this represent?

A) Code Generation
B) AI Cybersecurity
C) AI Recommender System
D) Document Chat

5. A customer has used the HPE Intelligent Configurator and determined that the HPE Private Cloud AI
"Small - Expanded" configuration meets their needs. They now need to generate a final, quotable Bill of Materials (BOM).
What is the most direct and efficient method for the sales team to create this BOM?

A) Select the "HPE Private Cloud AI - Small - Expanded" Smart Template within HPE One Config Advanced (OCA).
B) Send the output from the HPE Intelligent Configurator directly to the distribution partner for a quote.
C) Manually add each component (servers, GPUs, switches, cables, etc.) one by one into HPE One Config Advanced (OCA).
D) Use the standard HPE ProLiant DL380a Gen11 server template in OCA and add the GPUs and networking manually.

Solutions: