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| Section | Objectives |
|---|
| Operations, Security, and Troubleshooting | - Identity and Access Management
- 1. Single Sign-On
- 2. Keycloak
- 3. Platform Identities
- Monitoring and Management
- 1. Resource Monitoring
- 2. HPE AI Essentials
- 3. OpsRamp
- Performance Optimization and Troubleshooting
- 1. Compute Performance Optimization
- 2. vSphere Performance Analysis
- 3. AI Workload Troubleshooting
|
| Kubernetes and MLOps Platforms | - AI and MLOps Services
- 1. JupyterLab Workspaces
- 2. MLflow
- 3. Kubeflow
- 4. Spark Operator
- 5. Ray (KubeRay)
- Kubernetes Infrastructure
- 1. Persistent Storage
- 2. Namespace and Resource Management
- 3. Cluster Deployment
|
| HPC and High-Performance Infrastructure | - HPC Storage and Management
- 1. HPE Performance Cluster Manager
- 2. Large-Scale Provisioning
- 3. HPE Cray Storage C500
- HPC Networking
- 1. HPE Slingshot Interconnect
- 2. Slingshot Fabric Manager
- 3. Low-Latency Network Design
|
| Design and Implement HPE Private Cloud AI Solutions | - HPE Private Cloud AI Architecture
- 1. Storage Components
- 2. Networking Components
- 3. Compute Components
- 4. Reference Architectures
- AI Infrastructure Integration
- 1. AI Enterprise Software Stack
- 2. NVIDIA GPU Integration
- 3. AI Workload Requirements
|
| Compute and Virtualization Solutions | - VMware and vSphere Integration
- 1. Container Storage Interface (CSI)
- 2. vSAN Design and Policies
- 3. vSphere Deployment
- HPE Compute Platforms
- 1. HPE Cray Systems
- 2. HPE ProLiant Servers
- 3. HPE OneView Integration
|
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HP Advanced HPE Compute Integrator Solutions Written Exam Sample Questions (Q32-Q37):
NEW QUESTION # 32
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 Dynamic Power Capping only
- C. HPE Rack Power Distribution Units (PDUs)
- D. HPE Redundant Power Supply hot-swap
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 # 33
A hospital wants to fine-tune an LLM on their own dataset. However, the data needs to have sensitive information redacted.
Duplicate records also need to be cleaned up.
What can the customer use to achieve this goal?
- A. NeMo Customizer
- B. MLflow
- C. Katib
- D. NeMo Curator
Answer: D
NEW QUESTION # 34
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 Power Advisor
- B. HPE SPOCK
- C. HPE Sizer tools (e.g., solution-specific sizing tools within the HPE partner portal)
- D. HPE Smart Update Manager
Answer: C
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 # 35
Which statement correctly describes the role of HPE GreenLake in an integrator's proposal for a customer wanting consumption-based IT?
- A. HPE GreenLake only supports storage products, not compute.
- B. HPE GreenLake requires all workloads to be migrated to public cloud.
- C. HPE GreenLake eliminates the need for any on-premises hardware.
- D. HPE GreenLake delivers a cloud experience with pay-per-use consumption for on-premises and edge infrastructure, managed through a unified cloud console.
Answer: D
Explanation:
HPE GreenLake is HPE's edge-to-cloud platform providing a cloud operating model -- consumption-based pricing, unified management, and workload-optimized solutions -- for infrastructure that remains on-premises or at the edge. It spans compute, storage, networking, and software services, and does not require migration to public cloud or elimination of on-prem hardware.
NEW QUESTION # 36
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?
- A. In passthrough mode
- B. In Erasure Coding (ECC) mode
- C. With RAID 5
- D. With RAID 1
Answer: A
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 # 37
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