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| Section | Objectives |
|---|---|
| Troubleshooting and Support | - Performance monitoring and diagnostics - Hardware and firmware troubleshooting |
| HPE Compute Architecture and Solutions | - HPE ProLiant server families overview - Compute solution positioning and use cases |
| Solution Design and Implementation | - Workload sizing and architecture planning - High availability and redundancy design |
| Storage and Networking Integration | - SAN and direct-attached storage integration - Networking configuration and connectivity options |
| Server Deployment and Configuration | - Initial setup and provisioning - Firmware and system configuration tools (iLO, SPP) |
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NEW QUESTION # 31
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 help the customer use to achieve this goal?
Answer: B
Explanation:
NeMo Curator is used to prepare datasets for LLM training and fine-tuning, including data cleaning, filtering, sensitive data redaction, and deduplication. MLflow tracks experiments, NeMo Customizer fine-tunes models, and Katib handles hyperparameter tuning.
NEW QUESTION # 32
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: D
Explanation:
VMware vSAN manages the capacity and cache drives directly, so the storage controller should expose the drives individually in passthrough/HBA mode, not as RAID volumes.
NEW QUESTION # 33
You have imported a VMware vSphere ESXi cluster into HPE OneView for VMware vCenter (OV4VC). You now want to grow the cluster, adding an HPE ProLiant DL server as a host.
What is one requirement?
Answer: A
Explanation:
B is correct. When HPE OneView for VMware vCenter (OV4VC) is used to grow an imported ESXi cluster, the server profile must provide the new host with the network path required by the provisioning workflow. In particular, NIC0 must be connected to a network that can reach the provisioning server. That connectivity enables the automated deployment process to communicate with the bare-metal host and install or configure the ESXi image as part of cluster expansion.
A preassigned static operating-system IP address is not the key requirement because the server is being provisioned through the integration workflow. HPE drivers and Agentless Management Service do not need to be manually pre-provisioned on an otherwise bare host when the deployment process is responsible for building the host. Secure Boot can be a valid security setting for ESXi, but it is not the specific OV4VC grow- cluster networking prerequisite tested here.
The question tests understanding of automation dependencies: server profiles define more than hardware settings; they also establish the connectivity that automated lifecycle operations require.
References/topics: Advanced HPE Compute Solutions, Rev. 26.21, Module 8, HPE integrations for VMware; HPE OneView for VMware vCenter documentation, Grow Cluster deployment requirements.
NEW QUESTION # 34
An HPE Private Cloud AI customer has a model deployed with HPE Machine Learning Inference Software (MLIS). You have helped the customer further fine-tune that model. Now the customer would like to test the new model by directing 10% of traffic to it. What should you do?
Answer: D
Explanation:
MLIS supports canary rollout for a new model version by assigning a traffic percentage, such as
10%, to the canary while the existing model continues receiving the remaining traffic.
NEW QUESTION # 35
An integrator needs to remotely mount an ISO image to install an operating system on a headless HPE ProLiant server located in a remote data center. Which iLO feature enables this?
Answer: D
Explanation:
iLO Virtual Media allows an administrator to mount a remote ISO or image file over the network as if it were a locally attached optical/USB drive, enabling remote OS installation on headless servers. Federation groups multiple iLOs for unified search/management, Directory Services integrates iLO authentication with LDAP/AD, and Insight Remote Support integration relates to automated support-case creation.
NEW QUESTION # 36
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