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HPE Private Cloud AI Solutions : HPE2-B08 Exam
- Exam Code: HPE2-B08
- Exam Name: HPE Private Cloud AI Solutions
- Updated: Sep 13, 2026
- Q & A: 87 Questions and Answers
About HPE Private Cloud AI Solutions : HPE2-B08 Exam Questions
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HP HPE2-B08 Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Supporting HPE Private Cloud AI Solutions | 20% | - Explain how to work with HPE support services - Describe capacity planning and optimization best practices - Describe support resources and documentation - Identify how to perform firmware and software updates |
| Topic 2: Installing and Configuring HPE Private Cloud AI Solutions | 30% | - Describe how to validate the HPE Private Cloud AI installation - Identify how to access and use HPE Private Cloud AI management interfaces - Explain how to deploy and configure HPE Private Cloud AI components - Identify the steps to configure the HPE Private Cloud AI environment - Describe the prerequisites for installing HPE Private Cloud AI |
| Topic 3: Managing and Operating HPE Private Cloud AI Solutions | 30% | - Identify troubleshooting procedures and common issues - Describe the tools and methods for managing HPE Private Cloud AI - Explain how to monitor HPE Private Cloud AI performance and health - Identify how to manage storage and data resources - Explain backup and recovery procedures - Describe how to manage users and access control |
| Topic 4: Architecting HPE Private Cloud AI Solutions | 20% | - Describe the AI/ML lifecycle and data pipeline requirements - Identify components of the HPE Private Cloud AI architecture - Describe how HPE Private Cloud AI supports AI/ML workloads - Explain common AI use cases and how they map to workloads - Explain the HPE Private Cloud AI sizing and configuration guidelines |
HPE Private Cloud AI Solutions Sample Questions:
Question #1
A large financial institution, a known "Deployer of AI at scale," needs to train a next-generation fraud detection model. This new model has over a trillion parameters, significantly larger than their current models, and requires an exascale-class computing solution to be trained in a reasonable timeframe.
Which HPE AI solution should be positioned to meet this customer's demanding requirement?
- A. HPE GreenLake for File Storage
- B. HPE Cray systems
- C. HPE Private Cloud AI with NVIDIA, Large configuration
- D. AI-optimized HPE ProLiant DL servers
Correct Answer: B 🗳️
Question #2
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 is the only one that includes the HPE AI Essentials software.
- B. The Large configuration does not support Retrieval-Augmented Generation (RAG).
- C. The L40S GPUs in the Medium configuration are more cost-effective and power-efficient for this specific inference-heavy workload.
- D. The Medium configuration has more storage capacity than the Large configuration.
Correct Answer: C 🗳️
Question #3
What is the primary architectural advantage of the NVIDIA Grace Hopper Superchip (e.g., GH200) for large-scale AI workloads?
- A. It is the first NVIDIA GPU to feature fourth-generation Tensor Cores for enhanced matrix calculations.
- B. It combines a CPU and a GPU on a single superchip, connected by a high-speed, low-latency NVLink-C2C interconnect.
- C. It uses on-chip encryption to create a confidential computing environment for the CPU.
- D. It replaces the need for server memory (DRAM) by using the GPU's global memory exclusively.
Correct Answer: B 🗳️
Question #4
An architect is presenting to a customer who is an 'Early AI User'. The customer is unsure about the differences between their two main project ideas.
Project 1: Create an internal chatbot that can answer HR policy questions by accessing the live employee handbook stored on a shared drive.
Project 2: Teach a general-purpose chatbot to adopt the company's formal communication style and tone for drafting official press releases.
How should the architect categorize the primary AI task for each project? (Choose 2.)
- A. Project 1 is a model training workload.
- B. Project 2 is a fine-tuning workload.
- C. Project 1 is a RAG (Retrieval-Augmented Generation) workload.
- D. Project 2 is a classic inferencing workload with no model customization.
Correct Answer: B,C 🗳️
Question #5
A large enterprise is adopting HPE Private Cloud AI and needs to accelerate the development of several generative AI applications. Their data science team wants to leverage pre-trained foundation models from NVIDIA but needs to customize them for specific business tasks like contract summarization and internal policy Q&A.
Which NVIDIA AI Enterprise software framework provides a comprehensive, end-to-end toolkit for curating data, customizing models using techniques like PEFT, and implementing guardrails for safe deployment?
```
Customer Goal:
- Accelerate development of custom generative AI apps
- Utilize pre-trained foundation models
- Require tools for data prep, model customization, and safety
```
- A. NVIDIA NeMo
- B. NVIDIA NIM (NVIDIA Inference Microservices)
- C. NVIDIA RAPIDS
- D. NVIDIA Triton Inference Server
Correct Answer: A 🗳️
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