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HPE Private Cloud AI Solutions Sample Questions:

1. After using the HPE Intelligent Configurator, an architect reviews the output for a proposed HPE Private Cloud AI solution.
In addition to the BOM, what other critical information does the tool provide that is essential for site readiness planning? (Select all that apply.)

A) A sample Python script for running the first inference job.
B) The total weight of the solution for data center floor loading considerations.
C) A list of recommended HPE education courses for the IT staff.
D) A list of recommended AI models for the specified use case.
E) The estimated power consumption in kW per rack.


2. A customer needs to run a generative AI workload at multiple, dispersed edge locations. Each location has significant space and power constraints. The workload is inference-only and does not require the absolute highest performance, but rather a balance of good performance and energy efficiency.
Which HPE ProLiant server and NVIDIA GPU combination is specifically positioned for this type of edge AI use case?

A) HPE ProLiant DL380a server with NVIDIA H100 NVL GPUs
B) HPE ProLiant DL384 Gen12 server with NVIDIA H200 NVL GPUs
C) HPE Cray system with NVIDIA Grace Hopper Superchips
D) HPE ProLiant DL320 Gen11 server with NVIDIA L4 GPUs


3. 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 uses a disaggregated architecture, allowing controller nodes (performance) and storage shelves (capacity) to be scaled separately.
C) It is managed exclusively through a command-line interface (CLI) for maximum control.
D) It supports GPUDirect Storage (GDS) over a high-speed NVMe-oF (RoCE) network, enabling a direct, low-latency path between storage and GPUs.
E) It relies on traditional hard disk drives (HDDs) for cost-effective capacity, with a small flash tier for caching.


4. What is the primary purpose of using RDMA over Converged Ethernet (RoCE) in the AI interconnect fabric of an HPE Private Cloud AI solution?

A) To partition a single physical network adapter into multiple virtual adapters for different tenants.
B) To guarantee packet delivery over lossy internet connections using the TCP protocol.
C) To allow direct memory-to-memory data transfers between nodes, bypassing the CPU kernel and reducing latency.
D) To encrypt data in transit between compute nodes and storage.


5. An architect has used the HPE Intelligent Configurator and determined that a "Medium - Standard" configuration is required.
When creating the final quote in One Config Advanced (OCA), what is the mandatory prerequisite that the customer is responsible for providing for the solution to be valid?

A) A list of all end-users who will access the system.
B) A rack elevation diagram for the data center.
C) A subscription to the NVIDIA NGC catalog for downloading AI models.
D) A valid, bring-your-own-license (BYOL) for VMware vSphere Foundation (VVF) or VMware Cloud Foundation (VCF).


Solutions:

Question # 1
Answer: B,D,E
Question # 2
Answer: D
Question # 3
Answer: B,D
Question # 4
Answer: C
Question # 5
Answer: D

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