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| Section | Weight | Objectives |
|---|
| Topic 1: Explain HPE Compute AI and HPC Solution Components and Architecture | 38% | - AI and HPC architectures
- 1. High-performance workload platforms
- 2. NVIDIA integration
- 3. GPU-accelerated computing
- HPE Compute portfolio
- 1. HPE ProLiant servers
- 2. HPE Synergy
- 3. HPE Cray systems
- Management and automation
- 1. HPE GreenLake
- 2. Lifecycle management
- 3. HPE OneView
|
| Topic 2: Demonstrate AI Solutions | 10% | - AI solution demonstration
- 1. Customer use cases
- 2. Business value presentation
- 3. Solution positioning
|
| Topic 3: Manage Implementation and Startup of HPE AI and HPC Solutions | 2% | - Deployment and validation
- 1. Operational readiness
- 2. Configuration verification
- 3. Implementation planning
|
| Topic 4: Design HPE Solutions for AI and HPC Workloads | 50% | - Infrastructure integration
- 1. Scalability and resiliency design
- 2. Compute, storage, and networking integration
- 3. Hybrid cloud architectures
- Solution architecture and design
- 1. Capacity planning
- 2. Performance optimization
- 3. Workload analysis
|
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HP Advanced HPE Compute Architect Solutions Written Exam Sample Questions (Q79-Q84):
NEW QUESTION # 79
You are proposing HPE Cray Storage Systems C500 for a customer's converged HPC/AI training cluster.
What is one correct explanation of the benefits of this solution for this use case?
- A. This solution features an HPE proprietary parallel storage protocol that is optimized for the random read workloads characteristic of HPC/AI.
- B. This solution provides clustering for NAS to eliminate bottlenecks and improve I/O.
- C. This solution provides strong read and write performance based on Lustre parallel storage.
- D. This solution uses S3-compatible object storage, backed by disaggregated block storage, to combine scalability with flexibility.
Answer: C
Explanation:
HPE Cray Storage Systems C500 is designed for entry and mid-range HPC/AI clusters and uses an open-source parallel file system architecture, with strong read/write performance for HPC and AI workloads.
Reference: https://www.hpe.com/us/en/collaterals/collateral.a50007029enw.html
NEW QUESTION # 80
You are proposing 40 HPE Cray XD670 systems with NVIDIA H200 GPUs to a customer. You also propose HPE Performance Cluster Manager (HPCM).
What is one benefit of HPCM that you should emphasize?
- A. HPCM provides GPU-compatible scheduling software for HPC jobs.
- B. HPCM integrates with HPE Private Cloud AI to provide a single interface for monitoring system's health.
- C. HPCM allows customers to monitor and optimize power consumption, including for NVIDIA GPUs.
- D. HPCM enables the systems to support hardware root of trust and OpenSSL.
Answer: C
Explanation:
HPE Performance Cluster Manager integrates with NVIDIA DCGM for GPU diagnostics, health, metrics, and alerts, and HPE states it aggregates GPU power monitoring and power capping across the cluster.
Reference: https://www.hpe.com/us/en/collaterals/collateral.a00044858enw.html
https://support.hpe.com/hpesc/public/docDisplay?docId=a00062280en_us&docLocale=en_US&p age=GUID-F340BAA2-EB7C-4270-A2DA-BD54E674452E.html
NEW QUESTION # 81
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. A single internal USB boot device with a backup image
- C. Software RAID with the Intel VROC key
- 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 # 82
Which factors should you consider when determining the GPU memory requirements for inferencing an AI model?
- A. The floating point precision and the number of layers in the model
- B. The memory available on the host and the number of convolutional layers in the model
- C. The memory available on the host and the number of parameters in the model
- D. The number of parameters in the model and the floating point precision
Answer: D
Explanation:
GPU memory for inferencing is primarily driven by the model size, which depends on the number of parameters and the precision used to store them, such as FP32, FP16, BF16, or INT8.
NEW QUESTION # 83
You want to demonstrate HPE Private Cloud AI running a complex AI application, such as a video search app, to a customer.
What is one good resource for putting together this demonstration more quickly?
- A. The tutorials folder in the HPE AI Essentials shared directory
- B. HPE GitHub repo for Airflow demos
- C. NVIDIA AI blueprints
- D. NVIDIA CUDA catalog
Answer: C
Explanation:
NVIDIA AI Blueprints are predefined, customizable reference workflows/sample AI applications designed to accelerate building and demonstrating complex AI use cases. HPE AI Essentials specifically describes Blueprints as workflows for creating and deploying generative AI applications.
Reference:
https://support.hpe.com/hpesc/public/docDisplay?docId=sd00007592en_us&docLocale=en_US& page=GUID-7899509F-3811-4AB7-9528-DCD0A948F4FE.html
NEW QUESTION # 84
......
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