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| Section | Objectives |
|---|
| HPE Private Cloud AI Fundamentals | - Overview of private cloud AI concepts - Core AI workload characteristics
|
| Deployment and Operations | - Monitoring and optimization - Lifecycle management of AI infrastructure - Deployment models for AI solutions
|
| Security in Private Cloud AI | - Identity and access management - Workload and data protection
|
| AI Infrastructure Design | - Compute and GPU considerations - Networking for AI workloads - Storage and data pipeline design
|
| HPE GreenLake for AI Solutions | - Consumption-based IT model for AI - GreenLake architecture and services
|
| Data Management and Governance | - Data governance and compliance - Data lifecycle management
|
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HPE Private Cloud AI Solutions Sample Questions (Q23-Q28):
NEW QUESTION # 23
A customer states they need an AI solution for a "summarization" use case that will be accessed by approximately 75 concurrent users. The underlying data is updated frequently, so RAG will be required.
When using the HPE Intelligent Configurator, which three inputs are mandatory to get an initial sizing recommendation?
- A. RAG requirement, Power and cooling capacity, Desired software license term
- B. Number of users, Preferred GPU model, Data center location
- C. Use case, Model choice, Network switch preference
- D. Use case, Number of users, RAG requirement
Answer: D
NEW QUESTION # 24
A customer has used the HPE Intelligent Configurator and determined that the HPE Private Cloud AI
"Small - Expanded" configuration meets their needs. They now need to generate a final, quotable Bill of Materials (BOM).
What is the most direct and efficient method for the sales team to create this BOM?
- A. Send the output from the HPE Intelligent Configurator directly to the distribution partner for a quote.
- B. Use the standard HPE ProLiant DL380a Gen11 server template in OCA and add the GPUs and networking manually.
- C. Manually add each component (servers, GPUs, switches, cables, etc.) one by one into HPE One Config Advanced (OCA).
- D. Select the "HPE Private Cloud AI - Small - Expanded" Smart Template within HPE One Config Advanced (OCA).
Answer: D
NEW QUESTION # 25
Match the stakeholder in an AI project to their most likely primary concern.
Stakeholders:
1. Data Scientist
2. AI Decision Maker (CIO)
3. Data Engineer
Concerns:
a. "How can I easily build, manage, and automate data pipelines to feed our models?" b. "What is the total cost of ownership (TCO) and return on investment (ROI) for this AI initiative?" c. "Which hyperparameter tuning method will give my model the highest accuracy?"
- A. 1-a, 2-c, 3-b
- B. 1-c, 2-b, 3-a
- C. 1-b, 2-a, 3-c
- D. 1-c, 2-a, 3-b
Answer: B
NEW QUESTION # 26
An architect is assessing a customer's workloads to position the correct HPE Private Cloud AI configuration. The customer has a single, massive task: training a foundational vision model from scratch using a petabyte-scale image dataset. The project is expected to take months and requires the absolute maximum compute performance available.
Which AI workload type does this represent, and which HPE solution is most appropriate?
- A. Workload: AI Inferencing; Solution: AI-optimized HPE ProLiant DL servers
- B. Workload: RAG; Solution: HPE Private Cloud AI - Medium configuration
- C. Workload: AI Model Training; Solution: HPE Cray Systems
- D. Workload: Edge Computing; Solution: HPE ProLiant DL320 server
Answer: C
NEW QUESTION # 27
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.
Answer: C
NEW QUESTION # 28
......
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