HPE2-B08 Interactive EBook & Exam HPE2-B08 Vce
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HPE Private Cloud AI Solutions Sample Questions (Q63-Q68):
NEW QUESTION # 63
An architect is building a final configuration for an HPE Private Cloud AI solution using One Config Advanced (OCA). After selecting the "HPE Private Cloud AI - Medium Expanded" Smart Template, they review the generated Bill of Materials (BOM).
Which components are characteristic of the Medium Expanded configuration that the architect should expect to see in the OCA-generated BOM? (Select all that apply.)
- A. 2x NVIDIA SN4700M Switches
- B. 16x NVIDIA H100 NVL GPUs
- C. 2x HPE Aruba Networking CX 6300M Switches
- D. 1x HPE ProLiant DL380a Gen11 Server
- E. 16x NVIDIA L40S GPUs
- F. 4x HPE ProLiant DL380a Gen11 Servers
Answer: A,C,E,F
NEW QUESTION # 64
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. An NVIDIA NVLink Bridge to connect the GPUs.
- B. The HPE Data Fabric software component.
- C. NVIDIA GPUs featuring multiple Tensor Cores.
- D. HPE ProLiant DL325 servers for the worker nodes.
- E. HPE GreenLake for File Storage with standard NFS over TCP/IP.
Answer: A,C
NEW QUESTION # 65
An architect is positioning an HPE Private Cloud AI solution to a customer who is an "AI Pro." The customer's CIO is the key decision maker.
Which benefits of the solution would be most compelling to this stakeholder? (Choose 2.)
- A. The specific version of the CUDA driver used by the NVIDIA GPUs.
- B. The ability to use NVIDIA NIMs to drastically simplify and standardize model deployment, reducing operational complexity and cost.
- C. Access to a command-line interface for the network switches.
- D. A predictable, cloud-like operational expense model and a clear return on investment (ROI) by accelerating time-to-value for AI projects.
- E. The ability to write Python code in a Jupyter Notebook.
Answer: B,D
NEW QUESTION # 66
A hospital is developing an AI application to automatically detect specific anomalies in medical images like X-rays and MRIs. The task requires the model to learn and identify complex spatial patterns, such as the shapes and textures of tissues and potential tumors.
Which type of neural network architecture is specifically designed for and best suited to this kind of image analysis task? (Select all that apply.)
- A. A basic, fully connected Artificial Neural Network (ANN)
- B. A model architecture that includes convolutional layers for feature extraction
- C. A transformer-based model designed for Natural Language Processing (NLP)
- D. A model architecture that includes pooling layers to reduce spatial dimensions
- E. A Convolutional Neural Network (CNN)
Answer: B,D,E
NEW QUESTION # 67
You are in a meeting with the VP of Manufacturing for a large industrial company. She describes their AI program as follows:
"We have a formal Center of Excellence for AI that reports directly to the CTO. Our strategy is to scale our successful predictive maintenance models across all 25 of our global plants. We have standardized on a consistent cloud and data governance strategy for all AI projects and have clear ROI targets for reducing downtime." Based on this description, which AI maturity level best describes this customer?
- A. AI Curious
- B. AI Pro
- C. Early AI user
- D. AI Beginner
Answer: B
NEW QUESTION # 68
......
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