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| Section | Weight | Objectives |
|---|
| Topic 1: Fundamental AI Concepts | 28% | - Impact of AI on industries and infrastructure requirements - General AI concepts, applications and workloads
|
| Topic 2: Software Components of HPE Private Cloud AI with NVIDIA | 20% | - Software functions supporting AI operations - Benefits of HPE and NVIDIA software stack
|
| Topic 3: Customer Assessment and Solution Positioning | 15% | - Assess AI maturity, workload characteristics and use cases - Position appropriate HPE AI solutions
|
| Topic 4: Infrastructure Components of HPE Private Cloud AI with NVIDIA | 20% | - Infrastructure capabilities for AI workload requirements - Benefits of HPE and NVIDIA integrated infrastructure
|
| Topic 5: Solution Sizing and Configuration | 17% | - Using HPE Intelligent Configurator for sizing - Building configurations via One Config Advanced (OCA) - Differences between configuration sizes and options
|
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HPE Private Cloud AI Solutions Sample Questions (Q53-Q58):
NEW QUESTION # 53
A customer's ML Engineer states, "We need to deploy our trained models, and our top priority is simplifying the process. We want to treat our models like cattle, not pets-packaging them into standardized, optimized containers that we can deploy and scale easily via an API." This statement describes the primary benefit of which software component in the HPE Private Cloud AI stack?
- A. Apache Airflow
- B. HPE Data Fabric
- C. NVIDIA NIM (NVIDIA Inference Microservices)
- D. JupyterLab
Answer: C
NEW QUESTION # 54
The three pre-defined sizes (Small, Medium, Large) of HPE Private Cloud AI are designed to address different primary workloads. Match the configuration size to its intended primary workload.
*Configuration Size:
1. Small
2. Medium
3. Large
*Primary Workload:
a. AI Inferencing with RAG and large-scale Fine-Tuning
b. AI Inferencing
c. AI Inferencing with RAG
- A. 1-a, 2-b, 3-c
- B. 1-b, 2-c, 3-a
- C. 1-c, 2-a, 3-b
- D. 1-b, 2-a, 3-c
Answer: B
NEW QUESTION # 55
A customer is expanding their HPE Private Cloud AI "Medium" configuration to support a new generative AI inferencing workload. They are concerned about network congestion and latency, as the AI workload is known to generate large, sudden bursts of traffic between the compute nodes and the storage system.
The solution uses NVIDIA Spectrum SN4700M switches for the AI interconnect.
Which feature of these switches is specifically designed to handle bursty traffic and prevent packet loss in a lossless Ethernet fabric?
- A. Support for Fibre Channel over Ethernet (FCoE) encapsulation.
- B. A fully shared buffer architecture that can dynamically absorb traffic bursts from any port.
- C. Integrated Silicon Root of Trust to validate the switch firmware integrity.
- D. The ability to route traffic based on application-layer metadata.
Answer: B
NEW QUESTION # 56
A customer has selected the "HPE Private Cloud AI - Medium - Expanded" configuration.
Which of the following resource counts correctly describes this specific configuration?
- A. 8 worker nodes, 32 total H100 NVL GPUs, dual rack
- B. 2 worker nodes, 8 total L40S GPUs, single rack
- C. 4 worker nodes, 16 total H100 NVL GPUs, dual rack
- D. 4 worker nodes, 16 total L40S GPUs, single rack
Answer: D
NEW QUESTION # 57
A retail customer wants to implement an AI-powered recommender system to personalize product suggestions on their e-commerce website. They are an 'Early AI user' and need a full-stack solution that simplifies deployment and management.
Which HPE AI solution is most appropriate for this use case?
- A. HPE AI Services - Transformation Workshop
- B. HPE Cray systems
- C. AI-optimized HPE ProLiant DL servers deployed individually
- D. HPE Private Cloud AI with NVIDIA
Answer: D
NEW QUESTION # 58
......
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