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| Section | Objectives |
|---|---|
| Topic 1: Storage and Networking Integration | - SAN and direct-attached storage integration - Networking configuration and connectivity options |
| Topic 2: Solution Design and Implementation | - Workload sizing and architecture planning - High availability and redundancy design |
| Topic 3: Troubleshooting and Support | - Performance monitoring and diagnostics - Hardware and firmware troubleshooting |
| Topic 4: HPE Compute Architecture and Solutions | - Compute solution positioning and use cases - HPE ProLiant server families overview |
| Topic 5: Server Deployment and Configuration | - Firmware and system configuration tools (iLO, SPP) - Initial setup and provisioning |
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NEW QUESTION # 69
Which HPE ProLiant Gen11 storage technology allows administrators to non-disruptively expand a RAID array's capacity by adding drives without taking the array offline?
Answer: D
Explanation:
HPE Smart Array controllers support online capacity expansion, allowing drives to be added to an existing array and the array/logical volume to grow without downtime. Offline RAID migration would require downtime by definition, Secure Erase is for data sanitization, and cold data tiering relates to moving infrequently accessed data rather than array expansion.
NEW QUESTION # 70
You are helping a customer troubleshooting performance issues on an HPE ProLiant DL server acting as a VMware ESXi host.
You have used the esxtop command, and the output is shown below. (In this output, the details for many VMs have been omitted; however, other VMs have similar stats to the ones that are shown.)
Based on this output, what should you explain?
Answer: B
Explanation:
The ESXi memory state is hard, with very little free memory, active ballooning, and swapping.
This indicates host memory pressure, so the fix is to add memory or reduce VM load on the host.
NEW QUESTION # 71
An HPE Private Cloud AI Administrator has imported a custom framework. Users can click the framework's endpoint link and access the framework successfully. However, sometimes users will try to go to the framework's page and they get an error. What is one thing to investigate?
Answer: D
Explanation:
If the framework endpoint works sometimes but errors during access/authentication, a likely cause is an OAuth/OIDC redirect mismatch. For imported applications, HPE requires updating Keycloak's allowed callback/redirect URLs for the application.
NEW QUESTION # 72
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: A
Explanation:
A is correct. HPE Machine Learning Inference Software supports canary rollout behavior for a deployment when a new model version is introduced. A canary allows the current production version and the candidate version to run concurrently while a defined percentage of inference traffic is directed to each. Setting the new version to 10% gives the customer a controlled production test while retaining 90% of traffic on the established version.
Option B invents a "Canal" routing service and unnecessarily creates a separate deployment. Option C confuses autoscaling with traffic splitting; autoscaling changes replica capacity, not the percentage of requests routed to different model versions. Option D also misstates the model: traffic distribution is part of the versioned canary rollout rather than an arbitrary routing rule between two independently configured model versions in the existing deployment.
The canary mechanism reduces change risk because model quality, latency, error rate, and resource consumption can be compared before full promotion. If the candidate is satisfactory, its traffic share can be increased; if not, the rollout can be stopped or rolled back.
References/topics: Advanced HPE Compute Solutions, Rev. 26.21, Module 5 "Serving models with HPE Machine Learning Inference Software"; HPE AI Essentials MLIS documentation, "Initiate Canary Rollout."
NEW QUESTION # 73
An organization running a mixed fleet of HPE ProLiant, Synergy, and Alletra storage systems wants predictive analytics and AI-driven recommendations to prevent infrastructure issues before they occur. Which HPE offering should be proposed?
Answer: C
Explanation:
HPE InfoSight provides AI-driven predictive analytics across compute and storage (extended from Nimble/Alletra into ProLiant and other infrastructure) to identify and often auto-resolve problems before they impact operations. OneView Global Dashboard aggregates OneView instances, Insight Remote Support automates support-case creation, and iLO Amplifier Pack is a firmware/health scanning tool for large ProLiant fleets.
NEW QUESTION # 74
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