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| Section | Weight | Objectives |
|---|
| Explain HPE Compute AI and HPC Solution Components and Architecture | 38% | - Management and automation
- 1. HPE GreenLake
- 2. HPE OneView
- 3. Lifecycle management
- HPE Compute portfolio
- 1. HPE Cray systems
- 2. HPE ProLiant servers
- 3. HPE Synergy
- AI and HPC architectures
- 1. High-performance workload platforms
- 2. GPU-accelerated computing
- 3. NVIDIA integration
|
| Demonstrate AI Solutions | 10% | - AI solution demonstration
- 1. Business value presentation
- 2. Customer use cases
- 3. Solution positioning
|
| Design HPE Solutions for AI and HPC Workloads | 50% | - Infrastructure integration
- 1. Hybrid cloud architectures
- 2. Compute, storage, and networking integration
- 3. Scalability and resiliency design
- Solution architecture and design
- 1. Capacity planning
- 2. Performance optimization
- 3. Workload analysis
|
| Manage Implementation and Startup of HPE AI and HPC Solutions | 2% | - Deployment and validation
- 1. Implementation planning
- 2. Configuration verification
- 3. Operational readiness
|
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HP Advanced HPE Compute Architect Solutions Written Exam Sample Questions (Q28-Q33):
NEW QUESTION # 28
You are setting up a demonstration of HPE Private Cloud AI. You will show how easy it is to deploy a NIM with HPE Machine Learning Inference Software. As part of the demonstration, you worked with a developer to create a simple web application that sends queries to this NIM.
What is one important thing to keep in mind about your plan?
- A. You must establish a private NGC registry and collect its credentials to prepare for defining the source in HPE Machine Learning Inference Software.
- B. You will need to set up the application to include an API token, associated with the deployment, in the headers of requests.
- C. You must develop an API that understands the application's queries and incorporates those in the NIM as a custom image.
- D. You must set up a storageclass that references HPE GreenLake for File Storage in advance to ensure that the deployment proceeds correctly.
Answer: B
Explanation:
HPE AI Essentials inference endpoints use access tokens for remote/client access, so the web application must pass the deployment's API token in the request headers when querying the NIM endpoint.
Reference:
https://support.hpe.com/hpesc/public/docDisplay?docId=a00aie18hen_us&docLocale=en_US&pa ge=pcai%2FGenAI%2Finfer-model-endpoint.html&
NEW QUESTION # 29
A customer needs an upgrade for their ESXi hosts, and you are proposing HPE ProLiant DL servers. When you recommend using HPE custom ESXi images with these servers, the customer says that they have their own tools that they include on all images.
What should you explain?
- A. The customer can create their own custom image with their tools and with the HPE bundles available in the vibsdepot.
- B. The customer should use an HPE OneView for vCenter OS Build Plan to combine their custom ESXi image with the HPE custom ESXi image.
- C. The customer must use the custom image for ESXi to load successfully on the servers. However, the customer can add their tools to the OS manually after the server boots.
- D. The customer can rely on the tools and drivers included in the HPE custom image to replace the functions of the tools the customer is currently using.
Answer: A
Explanation:
HPE provides custom ESXi images, but customers can also use VMware Image Builder to create their own ESXi image, including their tools plus the required HPE drivers and bundles from HPE vibsdepot.
Reference: https://vibsdepot.hpe.com
https://www.hpe.com/us/en/collaterals/collateral.a50010842enw.html
NEW QUESTION # 30
You are demonstrating HPE Private Cloud AI and HPE Machine Learning Inference Software to a customer. The customer says that the organization has a custom model, stored in an OpenLLM hub, which they would like to deploy with HPE Machine Learning Inference Software.
What should you explain?
- A. HPE Machine Learning Inference Software can deploy this model if the customer packages it with Bento Archive and saves it to a PVC in HPE Private Cloud AI.
- B. HPE Machine Learning Inference Software supports pulling this model from the hub and deploying it.
- C. While HPE Machine Learning Inference Software does not support deploying custom models, Ray Serve, also provided by HPE Private Cloud AI, does.
- D. While HPE Machine Learning Inference Software does not support deploying custom models, KServe, also provided by HPE Private Cloud AI, does.
Answer: B
Explanation:
MLIS supports OpenLLM registries, which allow it to pull OpenLLM-compatible models directly from the Hugging Face/OpenLLM hub and use them to create deployments.
Reference:
https://support.hpe.com/hpesc/public/docDisplay?docId=a00aie112hen_us&docLocale=en_US&p age=MLIS%2Fregistries%2Fopenllm.html
NEW QUESTION # 31
An HPE Private Cloud AI administrator is running multiple AI workloads and needs insight into which workloads are using resources.
Which HPE Private Cloud AI feature helps to deliver this visibility?
- A. HPE AI Essentials GPU control panel
- B. HPE Private Cloud AI system view
- C. HPE GreenLake Cloud AI Insights
- D. AI optimized nodes' iLO interfaces
Answer: A
Explanation:
The GPU Control Panel shows workload/framework resource visibility, including assigned vGPUs, pod details, workload status, priority, and GPU utilization charts. This directly helps administrators see which AI workloads are consuming resources.
Reference:
https://support.hpe.com/hpesc/public/docDisplay?docId=a00aie111dhen_us&docLocale=en_US& page=ManageClusters%2Fconfigure-idle-reclaim.html
NEW QUESTION # 32
An HPE Synergy customer wants compute modules to boot a bare-metal OS image with no OS installed on local disks, so that hardware can be repurposed within minutes.
Which component provides this capability?
- A. HPE Image Streamer
- B. HPE OneView Global Dashboard
- C. HPE Intelligent Provisioning
- D. HPE Synergy Composer
Answer: A
Explanation:
HPE Synergy Image Streamer provides stateless, image-based OS deployment. Golden images and deployment plans are applied through server profiles, allowing compute modules to boot from the Image Streamer appliance instead of local storage.
NEW QUESTION # 33
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