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| Section | Weight | Objectives |
|---|
| Topic 1: High Performance Computing (HPC) Design and Management | 10% | - Management and monitoring - Architecture and scaling
|
| Topic 2: NVIDIA AI Enterprise and Model Serving | 10% | - Software deployment and management - Model serving architecture and optimization
|
| Topic 3: AI Workshops and HPE AI Essentials Platform | 15% | - Platform capabilities and deployment - Customer engagement and assessment
|
| Topic 4: HPE ProLiant Gen12 for AI | 20% | - AI-optimized compute design - Server architecture and components - GPU integration and configuration
|
| Topic 5: Integration with Third-Party Platforms | 15% | - VMware integration - Red Hat OpenShift and Kubernetes integration
|
| Topic 6: Troubleshooting HPE Private Cloud AI | 10% | - Issue diagnosis and resolution - Performance tuning and optimization
|
| Topic 7: Solution Optimization and Security | 5% | - Efficiency and resilience - Security best practices
|
| Topic 8: HPE AI Essentials: Data Analytics and Data Science | 15% | - Analytics and machine learning tools - Data pipelines and processing
|
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HP Advanced HPE Compute Integrator Solutions Written Exam Sample Questions (Q27-Q32):
NEW QUESTION # 27
You are planning to demonstrate how you can use KServe to run NIMs on HPE Private Cloud AI.
You have downloaded the CodeLlama-70B-Instruct model to a volume in your namespace named demo-model. The objects that you are planning to deploy are shown below:

What change should you make to the objects?
- A. In the servingruntime, change the NIMCACHEPATH environment variable value to "/mnt/demo- model"
- B. Add this line to the inferenceservice under spec.predictor: storageUri: pvc://demo-model
- C. Add this line to the servingruntime under spec: storageUri: pvc://demo-model
- D. In the inferenceservice, change the spec.predictor.model.modelFormat.Name to: pvc://demo- model/codellama-70b-instruct
Answer: B
Explanation:
The model is already downloaded to a PVC, so the InferenceService must reference that PVC with storageUri. KServe then mounts the model storage for the predictor; you do not change the model format or ServingRuntime. More precisely, this belongs under the predictor's model spec as storageUri.
NEW QUESTION # 28
Which HPE offering allows an integrator to model, size, and validate a proposed HPE compute and storage solution against a customer's workload requirements before purchase?
- A. HPE Sizer tools (e.g., solution-specific sizing tools within the HPE partner portal)
- B. HPE SPOCK
- C. HPE Smart Update Manager
- D. HPE Power Advisor
Answer: A
Explanation:
HPE Sizer tools let partners and integrators model workload requirements (compute, storage, networking) and generate validated bill-of-materials recommendations. HPE Power Advisor specifically estimates power/cooling requirements for a given configuration, SPOCK validates compatibility rather than sizing, and Smart Update Manager handles firmware/driver updates post-purchase.
NEW QUESTION # 29
What is one role played by the retriever reranking NIM in the NVIDIA NeMo Retriever pipeline?
- A. Submitting queries to an unstructured database
- B. Determining which vectors retrieved from the RAG database best match a query
- C. Receiving ingested data and preparing it for storage in a RAG database
- D. Generating responses to queries submitted by users
Answer: B
Explanation:
The reranking NIM re-scores candidate passages retrieved from the vector database and ranks them by relevance to the user query, so the best context is passed to the LLM.
NEW QUESTION # 30
A customer wants to reduce power consumption and dynamically adjust cooling based on real workload thermal data rather than fixed fan curves. Which HPE Gen11 feature should be highlighted?
- A. HPE Intelligent Airflow / dynamic fan control informed by sensor telemetry
- B. HPE Rack Power Distribution Units (PDUs)
- C. HPE Redundant Power Supply hot-swap
- D. HPE Dynamic Power Capping only
Answer: A
Explanation:
HPE Gen11 platforms use intelligent, sensor-informed thermal/airflow management that dynamically adjusts fan speeds based on real-time component telemetry, reducing unnecessary power draw compared to fixed fan curves. Dynamic Power Capping limits overall power draw rather than optimizing airflow, hot-swap PSUs address redundancy, and rack PDUs distribute power but don't manage server-level cooling.
NEW QUESTION # 31
Which benefit does HPE Rear Door Heat Exchanger (RDHX) provide?
- A. Decreasing energy costs through the use of liquid-to-air cooling
- B. Reducing costs by removing the need for heat sinks and fans within servers
- C. Allowing server chassis to tolerate higher temperatures than those for which they are rated
- D. Providing the efficiencies of liquid cooling to facilities without water available at the rack
Answer: A
Explanation:
A is correct. An HPE Rear Door Heat Exchanger is a liquid-to-air heat-removal solution mounted at the rear of the rack. Server exhaust air passes through the heat exchanger, where heat is transferred into the facility liquid loop before the air returns to the room. By removing a substantial portion of the rack's heat load locally, an RDHX can reduce the burden on room-level air-conditioning infrastructure and therefore lower cooling energy consumption.
Option B is incorrect because an RDHX does not change the thermal operating limits of the servers; hardware still must remain within its specified inlet-temperature and environmental ranges. Option C is contradictory:
liquid heat exchange requires an appropriate facility water or coolant connection at or near the rack. Option D is also false. Servers still require their designed heat sinks, fans, airflow paths, and component-level thermal controls; the rear-door exchanger handles exhaust heat rather than replacing internal cooling components.
For high-density AI and HPC systems, cooling architecture is part of workload design because accelerator power density can become a rack and facility constraint.
References/topics: Advanced HPE Compute Solutions, Rev. 26.21, Module 1 "Liquid cooling options with HPE ProLiant Compute Gen12"; HPE rear-door heat-exchanger and data-center cooling documentation.
NEW QUESTION # 32
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