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HPE Private Cloud AI Solutions Sample Questions (Q70-Q75):
NEW QUESTION # 70
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 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 allows the use of components from other vendors.
Answer: C
NEW QUESTION # 71
An architect is designing a high-performance computing environment for a customer with two distinct, demanding workloads:
1. A large-scale, multi-node deep learning model that requires the fastest possible server-to-server communication.
2. A data-intensive analytics workload that requires the fastest possible data ingestion from an HPE GreenLake for File Storage array.
Which combination of technologies from the HPE Private Cloud AI solution should the architect select to optimize both workloads? (Select all that apply.)
- A. Multi-Instance GPU (MIG) to partition GPUs for each workload.
- B. GPUDirect Storage (GDS) to enable a direct data path between storage and GPUs for the analytics workload.
- C. InfiniBand for the server-to-server fabric and Fibre Channel for the storage fabric.
- D. NVLink for intra-server GPU communication and RoCE for the server-to-server and server-to-storage fabric.
- E. A flat TCP/IP network for simplicity, relying on the speed of the 200GbE adapters.
Answer: B,D
NEW QUESTION # 72
A customer has selected the "HPE Private Cloud AI - Medium - Expanded" configuration.
Which of the following resource counts correctly describes this specific configuration?
- A. 4 worker nodes, 16 total H100 NVL GPUs, dual rack
- B. 2 worker nodes, 8 total L40S GPUs, single rack
- C. 8 worker nodes, 32 total H100 NVL GPUs, dual rack
- D. 4 worker nodes, 16 total L40S GPUs, single rack
Answer: D
NEW QUESTION # 73
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 supports GPUDirect Storage (GDS) over a high-speed NVMe-oF (RoCE) network, enabling a direct, low-latency path between storage and GPUs.
- 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 includes HPE Data Fabric, providing a global namespace across the worker nodes' local drives.
- E. It relies on traditional hard disk drives (HDDs) for cost-effective capacity, with a small flash tier for caching.
Answer: A,B
NEW QUESTION # 74
You are positioning HPE Private Cloud AI to a customer who is an "AI Pro" and wants to scale their generative AI efforts.
Which key capabilities of the solution would you emphasize to this customer? (Select all that apply.)
- A. A simple, web-based interface for beginners to learn about AI concepts.
- B. Its ability to run on a single, low-power server for maximum efficiency.
- C. The option to choose a Large configuration with powerful NVIDIA H100 GPUs and a high-speed RoCE fabric for demanding fine-tuning workloads.
- D. The inclusion of a full-stack, enterprise-supported software suite including NVIDIA AI Enterprise and HPE AI Essentials.
- E. Its turnkey nature, which simplifies deployment and allows their expert team to focus on building models rather than integrating infrastructure.
Answer: C,D,E
NEW QUESTION # 75
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