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| Section | Weight | Objectives |
|---|
| Topic 1: Explain HPE Compute AI and HPC Solution Components and Architecture | 38% | - HPE Compute portfolio
- 1. HPE Cray systems
- 2. HPE Synergy
- 3. HPE ProLiant servers
- AI and HPC architectures
- 1. High-performance workload platforms
- 2. NVIDIA integration
- 3. GPU-accelerated computing
- Management and automation
- 1. HPE OneView
- 2. HPE GreenLake
- 3. Lifecycle management
|
| Topic 2: Demonstrate AI Solutions | 10% | - AI solution demonstration
- 1. Customer use cases
- 2. Solution positioning
- 3. Business value presentation
|
| Topic 3: Design HPE Solutions for AI and HPC Workloads | 50% | - Solution architecture and design
- 1. Performance optimization
- 2. Capacity planning
- 3. Workload analysis
- Infrastructure integration
- 1. Scalability and resiliency design
- 2. Compute, storage, and networking integration
- 3. Hybrid cloud architectures
|
| Topic 4: Manage Implementation and Startup of HPE AI and HPC Solutions | 2% | - Deployment and validation
- 1. Operational readiness
- 2. Implementation planning
- 3. Configuration verification
|
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HP Advanced HPE Compute Architect Solutions Written Exam Sample Questions (Q55-Q60):
NEW QUESTION # 55
An automotive engineering team is running inference workloads for traffic simulation and computer vision models using KServe on HPE Private Cloud AI.
The team also uses GPU-enabled notebooks running on HPE Private Cloud AI to experiment with new models. They want to automatically adjust GPU usage for the different models based on current demand, as well as ensure that the notebooks never prevent the inferencing workloads from receiving the GPUs they need.
Which two features support this functionality? (Choose two.)
- A. Autoscaling for KServe
- B. Canary roll outs for KServe
- C. Kyverno mutating admission policies
- D. HPE AI Essentials scheduler priorities
Answer: A,D
Explanation:
KServe autoscaling adjusts inference deployment capacity based on demand. HPE AI Essentials scheduler priorities ensure higher-priority inference workloads can get GPUs ahead of lower- priority notebook workloads.
Reference: https://kserve.github.io/website/docs/model-serving/predictive- inference/autoscaling/hpa-autoscaler
https://support.hpe.com/hpesc/public/docDisplay?docId=a00aie17hen_us&docLocale=en_US&pa ge=pcai%2FGenAI%2Fdeploying-knowledge-base.html
NEW QUESTION # 56
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. AI optimized nodes' iLO interfaces
- B. HPE AI Essentials GPU control panel
- C. HPE Private Cloud AI system view
- D. HPE GreenLake Cloud AI Insights
Answer: B
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 # 57
What is one benefit of the HPE curated images for Spark provided in HPE AI Essentials?
- A. These images have been streamlined to reduce their size.
- B. These images are pre-integrated with Jupyter tools to enable magic Spark commands.
- C. These images were developed in conjunction with NVIDIA to interoperate with NIMs.
- D. These images are ready to integrate seamlessly with HPE AI Essentials datasources.
Answer: D
Explanation:
HPE-curated Spark images are designed to work with HPE AI Essentials data sources; for these images, users can access configured sources without manually distributing secrets, unlike generic Spark OSS images.
Reference:
https://support.hpe.com/hpesc/public/docDisplay?docId=a00aie111dhen_us&docLocale=en_US& page=Spark%2Fcreating_spark_application.html
NEW QUESTION # 58
What is one benefit of the NVIDIA AI Enterprise license provided in HPE Private Cloud AI?
- A. Drivers to permit executing training pipelines on GPUs outside of containers
- B. NVIDIA Data Center GPU Manager (DCGM) available from HPE Private Cloud AI platform
- C. Entitlement to use NVIDIA components in blueprints for accelerating AI application development
- D. Autoscaling of models across one or more GPUs based on current demand
Answer: C
Explanation:
The NVIDIA AI Enterprise license in HPE Private Cloud AI provides entitlement to NVIDIA enterprise AI software components used in AI workflows/blueprints, helping customers build and deploy AI applications faster.
Reference: https://docs.nvidia.com/ai-enterprise/software/latest/index.html
https://www.nvidia.com/en-us/data-center/products/ai-enterprise/
NEW QUESTION # 59
You are recommending HPE ProLiant DL servers and HPE Alletra Storage MP B10000 for a customer's Red Hat OpenShift platform.
What should you recommend to simplify storage provisioning for workloads running on the platform?
- A. HPE Alletra Storage MP vVols
- B. HPE Data Services Cloud Console integration with HPE Compute Ops Management
- C. HPE CSI Driver for Kubernetes
- D. HPE custom images for Red Hat Enterprise Linux
Answer: C
Explanation:
The HPE CSI Driver/Operator for Kubernetes enables dynamic provisioning and management of persistent storage for Kubernetes/OpenShift workloads on HPE Alletra Storage MP B10000.
vVols are for VMware environments, not OpenShift workload storage provisioning.
NEW QUESTION # 60
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