Exam Name: HPE Private Cloud AI Solutions
Certification Provider: HP
Corresponding Certification: Hybrid Cloud
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HP HPE2-B08 Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Fundamental AI Concepts | 28% | - Impact of AI on industries and infrastructure requirements - General AI concepts, applications and workloads |
| Infrastructure Components of HPE Private Cloud AI with NVIDIA | 20% | - Infrastructure capabilities for AI workload requirements - Benefits of HPE and NVIDIA integrated infrastructure |
| Customer Assessment and Solution Positioning | 15% | - Assess AI maturity, workload characteristics and use cases - Position appropriate HPE AI solutions |
| Solution Sizing and Configuration | 17% | - Building configurations via One Config Advanced (OCA) - Differences between configuration sizes and options - Using HPE Intelligent Configurator for sizing |
| Software Components of HPE Private Cloud AI with NVIDIA | 20% | - Benefits of HPE and NVIDIA software stack - Software functions supporting AI operations |
HPE Private Cloud AI Solutions Sample Questions:
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. Integrated Silicon Root of Trust to validate the switch firmware integrity.
- B. Support for Fibre Channel over Ethernet (FCoE) encapsulation.
- C. A fully shared buffer architecture that can dynamically absorb traffic bursts from any port.
- D. The ability to route traffic based on application-layer metadata.
Correct Answer: C 🗳️
What is the primary advantage of using a Smart Template in OCA for HPE Private Cloud AI versus manually configuring a similar set of hardware?
- A. The Smart Template allows the use of components from other vendors.
- B. The Smart Template guarantees the lowest possible price for the hardware.
- C. The Smart Template ensures all necessary and validated components, including specific cables, power cords, and software SKUs, are included correctly.
- D. The Smart Template provides a 90-day free trial of the entire solution.
Correct Answer: C 🗳️
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
Correct Answer: D 🗳️
An architect is working with a customer who has been identified as an 'AI Pro'. They have a mature AI practice and are looking to scale their efforts in creating 'digital twin' simulations for automotive prototypes. This involves complex, graphics-intensive AI workloads. The customer wants a full-stack, turnkey private cloud solution to accelerate this initiative.
What is the most appropriate HPE solution to position for this customer?
- A. A custom solution built on individual HPE ProLiant servers.
- B. A set of AI-optimized HPE ProLiant DL servers for edge deployment.
- C. HPE Private Cloud AI with NVIDIA.
- D. An HPE AI Services - Transformation Workshop to redefine their goals.
Correct Answer: C 🗳️
An architect is designing a high-performance computing environment for a customer with two distinct, demanding workloads:
1. A large-scale, multi-node deep learning model that requires the fastest possible server-to-server communication.
2. A data-intensive analytics workload that requires the fastest possible data ingestion from an HPE GreenLake for File Storage array.
Which combination of technologies from the HPE Private Cloud AI solution should the architect select to optimize both workloads? (Select all that apply.)
- A. Multi-Instance GPU (MIG) to partition GPUs for each workload.
- B. A flat TCP/IP network for simplicity, relying on the speed of the 200GbE adapters.
- C. NVLink for intra-server GPU communication and RoCE for the server-to-server and server-to-storage fabric.
- D. GPUDirect Storage (GDS) to enable a direct data path between storage and GPUs for the analytics workload.
- E. InfiniBand for the server-to-server fabric and Fibre Channel for the storage fabric.
Correct Answer: C,D 🗳️
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