HP HPE2-B08 valid - in .pdf

HPE2-B08 pdf
  • Exam Code: HPE2-B08
  • Exam Name: HPE Private Cloud AI Solutions
  • Q & A: 87 Questions and Answers
  • PDF Price: $59.99
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  • Exam Code: HPE2-B08
  • Exam Name: HPE Private Cloud AI Solutions
  • Q & A: 87 Questions and Answers
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  • Exam Code: HPE2-B08
  • Exam Name: HPE Private Cloud AI Solutions
  • Q & A: 87 Questions and Answers
  • Software Price: $59.99
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HPE Private Cloud AI Solutions Sample Questions:

1. An enterprise is designing a solution for training a large, custom Convolutional Neural Network (CNN) for a new computer vision application. Their data science team has determined that the training process will need to be distributed across multiple GPUs to be completed in a reasonable timeframe. The training process involves intensive matrix multiplication operations.
The architect is specifying components from the HPE Private Cloud AI solution.
Which infrastructure components are critical for accelerating this specific distributed training workload?
(Select all that apply.)
```
Workload Analysis:
- AI Model: Large Convolutional Neural Network (CNN)
- Task: Distributed Training
- Key Operation: Intensive matrix multiplication
```

A) The HPE Data Fabric software component.
B) HPE GreenLake for File Storage with standard NFS over TCP/IP.
C) NVIDIA GPUs featuring multiple Tensor Cores.
D) An NVIDIA NVLink Bridge to connect the GPUs.
E) HPE ProLiant DL325 servers for the worker nodes.


2. 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)


3. A customer is considering the HPE Private Cloud AI solution. They need to run a moderately sized RAG application for 150 users. They do not have any fine-tuning requirements.
Why would an architect recommend a "Medium" configuration over a "Large" configuration for this customer?

A) The Medium configuration has more storage capacity than the Large configuration.
B) The Medium configuration is the only one that includes the HPE AI Essentials software.
C) The L40S GPUs in the Medium configuration are more cost-effective and power-efficient for this specific inference-heavy workload.
D) The Large configuration does not support Retrieval-Augmented Generation (RAG).


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


5. A customer is using the HPE Intelligent Configurator to determine the correct size for an HPE Private Cloud AI solution. Their primary use case is a text generation chatbot for internal HR support.
What is the MOST critical piece of information the customer must provide to the sizing tool to get an accurate recommendation for the number and type of GPUs required?

A) The brand of networking switches used in their existing data center fabric.
B) The number of ML engineers who will maintain the model.
C) The physical location of the data center where the solution will be deployed.
D) The estimated number of concurrent users who will be querying the chatbot.


Solutions:

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

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