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| Section | Weight | Objectives |
|---|---|---|
| Solution Optimization and Security | 5% | - Efficiency and resilience - Security best practices |
| High Performance Computing (HPC) Design and Management | 10% | - Management and monitoring - Architecture and scaling |
| AI Workshops and HPE AI Essentials Platform | 15% | - Customer engagement and assessment - Platform capabilities and deployment |
| Integration with Third-Party Platforms | 15% | - VMware integration - Red Hat OpenShift and Kubernetes integration |
| NVIDIA AI Enterprise and Model Serving | 10% | - Model serving architecture and optimization - Software deployment and management |
| Troubleshooting HPE Private Cloud AI | 10% | - Performance tuning and optimization - Issue diagnosis and resolution |
| HPE ProLiant Gen12 for AI | 20% | - Server architecture and components - GPU integration and configuration - AI-optimized compute design |
| HPE AI Essentials: Data Analytics and Data Science | 15% | - Analytics and machine learning tools - Data pipelines and processing |
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NEW QUESTION # 40
Which correctly characterizes HPE ProLiantXD685 servers?
Answer: B
Explanation:
HPE ProLiant Compute XD685 is an AI/HPC server in a 5U direct-liquid-cooled form factor and is offered with up to 8 NVIDIA Blackwell GPUs, managed through HPE iLO.
NEW QUESTION # 41
An HPE Private Cloud AI customer wants to import a custom framework. The customer wants to ensure that only authorized users access that framework's endpoint URL You have created an authorization policy for this purpose. In which namespace should you add the policy?
Answer: B
Explanation:
The AuthorizationPolicy for securing the imported framework endpoint is applied to the Istio ingress gateway, so it belongs in the istio-system namespace, not the framework's own namespace or the user namespace. HPE examples set authorizationPolicy.namespace to istio- system.
NEW QUESTION # 42
You are deploying several HPE ProLiant Gen12 servers to act as VMware vSAN nodes.
How should you configure the vSAN drives on the servers' storage controller?
Answer: B
Explanation:
A is correct. VMware vSAN is designed to manage its storage devices directly so that it can create disk groups or storage pools, apply its own data-placement policies, and monitor device health and performance.
On HPE ProLiant servers using a supported storage controller, vSAN data drives should therefore be presented in passthrough/HBA mode where the controller and vSAN design support it. This exposes the individual drives rather than hiding them behind a hardware RAID virtual disk.
RAID 1 and RAID 5 in options D and C would move redundancy and data placement into the controller, preventing vSAN from managing the devices as intended. Option B incorrectly treats erasure coding as a storage-controller mode. vSAN can apply software-defined RAID/erasure-coding policies at the datastore layer, but that is separate from configuring the physical controller.
The exact controller, firmware, driver, and device configuration must match the VMware Compatibility Guide and HPE vSAN design guidance. Passthrough is the architectural principle; supportability still depends on the validated hardware stack.
References/topics: Advanced HPE Compute Solutions, Rev. 26.21, Module 8 "VMware vSAN on HPE solutions"; HPE and VMware vSAN configuration guidance.
NEW QUESTION # 43
You are demonstrating HPE AI Essentials to a customer. You want to show running a DAG (workflow). Which framework or page should you access?
Answer: C
Explanation:
In HPE AI Essentials, Airflow is the framework used to create, view, and run DAG-based workflows. MLflow tracks experiments, and Ray is for distributed compute/tuning.
NEW QUESTION # 44
What is one difference between a Class 1 and a Class 3 HPE Slingshot topology?
Answer: C
Explanation:
Class 1 is a smaller Slingshot dragonfly topology with a single switch per group, so more switch ports can be used as L0 host/NIC links. Class 3 uses larger switch groups, which consume more ports for L1/L2 switch-to-switch connectivity and scale the fabric larger, but with fewer compute NICs per switch.
NEW QUESTION # 45
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