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| Section | Weight | Objectives |
|---|
| Topic 1: Demonstrate AI Solutions | 10% | - AI solution demonstration
- 1. Solution positioning
- 2. Customer use cases
- 3. Business value presentation
|
| Topic 2: Explain HPE Compute AI and HPC Solution Components and Architecture | 38% | - AI and HPC architectures
- 1. NVIDIA integration
- 2. High-performance workload platforms
- 3. GPU-accelerated computing
- HPE Compute portfolio
- 1. HPE ProLiant servers
- 2. HPE Synergy
- 3. HPE Cray systems
- Management and automation
- 1. HPE OneView
- 2. Lifecycle management
- 3. HPE GreenLake
|
| Topic 3: Manage Implementation and Startup of HPE AI and HPC Solutions | 2% | - Deployment and validation
- 1. Configuration verification
- 2. Implementation planning
- 3. Operational readiness
|
| Topic 4: Design HPE Solutions for AI and HPC Workloads | 50% | - Solution architecture and design
- 1. Capacity planning
- 2. Workload analysis
- 3. Performance optimization
- Infrastructure integration
- 1. Scalability and resiliency design
- 2. Hybrid cloud architectures
- 3. Compute, storage, and networking integration
|
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HP Advanced HPE Compute Architect Solutions Written Exam Sample Questions (Q38-Q43):
NEW QUESTION # 38
You are configuring a proposal for HPE ProLiant servers to act as vSAN nodes in a new ESA cluster.
What is one piece of information needed to determine the nodes' drive capacity requirements?
- A. The number of node failures to tolerate
- B. The desired ratio of cache versus capacity drives
- C. The nodes' iSCSI capabilities
- D. The RAID modes supported by the nodes' storage controllers
Answer: A
Explanation:
vSAN ESA capacity sizing depends on the storage policy, especially Failures to Tolerate (FTT), because FTT determines the RAID/data placement overhead and therefore the required usable drive capacity.
Reference: https://blogs.vmware.com/cloud-foundation/2022/11/02/capacity-overheads-for-the- esa-in-vsan-8/
NEW QUESTION # 39
A customer plans to use Ray with HPE Private Cloud AI and wants to know more about the framework's integration with the solution's GPUs.
What should you explain?
- A. The solution's Kuberay cluster has a GPU worker, and AI administrators can define the number of GPUs for that worker.
- B. The solution's Kuberay cluster supports GPUs by default and can autoscale up to the maximum number of GPUs in the solution.
- C. The solution's default Kuberay cluster does not support GPU workers, but the customer can deploy an additional Kuberay cluster that does.
- D. The solution's Kuberay cluster supports GPUs by default and can autoscale up to the maximum number of GPUs on a single AI-optimized node.
Answer: A
Explanation:
Ray GPU support creates a separate GPU worker pod/group for GPU-accelerated Ray jobs, and administrators can configure its GPU resources; this GPU worker is not autoscaled.
Reference: https://docs.ezmeral.hpe.com/unified-analytics/15/Ray/ray-gpu-support.html
NEW QUESTION # 40
A customer runs a transactional database with a write-intensive I/O profile on twelve SAS SSDs attached to an HPE MR controller and requires fault tolerance with minimal write penalty.
Which RAID level should you recommend?
- A. RAID 6
- B. RAID 5
- C. RAID 10
- D. RAID 50
Answer: C
Explanation:
RAID 10 mirrors and stripes, incurring a write penalty of 2 compared with 4 for RAID 5 and 6 for RAID 6. For write-heavy transactional workloads where usable capacity is secondary to write performance, RAID 10 is the appropriate choice.
NEW QUESTION # 41
You are leading a workshop to help a customer deploy a pilot AI application.
With which data-related task should you help the customer?
- A. Converting all unstructured data such as PDFs into structured data for training datasets
- B. Pulling data out of Retrieval Augmented Generation (RAG) databases into standard SQL databases
- C. Identifying where data is stored and planning to run AI workloads nearby
- D. Storing data unencrypted in a single location so that it is ready for training
Answer: C
Explanation:
AI pilot planning should start by mapping data locations, dependencies, access patterns, and latency/compliance constraints, then placing AI workloads close to the relevant data. Data movement, conversion, or insecure centralization are not appropriate first steps.
NEW QUESTION # 42
A customer wants a mirrored, hardware-protected boot volume that consumes no drive bays and is isolated from the data drives.
Which option should you recommend?
- A. HPE NS204i-u NVMe Hot Plug Boot Optimized Storage Device
- B. Software RAID with the Intel VROC key
- C. A single internal USB boot device with a backup image
- D. Two SFF SATA SSDs configured as RAID 1 on the MR controller
Answer: A
Explanation:
The NS204i series provides two M.2 NVMe drives in a dedicated boot device with hardware RAID
1 managed independently of the data storage controller. It does not consume front drive bays and keeps the OS boot volume separate from data.
NEW QUESTION # 43
......
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