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| Section | Objectives |
|---|
| Security and Lifecycle Management | - Secure compute architecture principles - Firmware, patching, and lifecycle management
|
| HPE Compute Solutions Portfolio | - HPE GreenLake compute offerings - HPE ProLiant server solutions - HPE Synergy and composable infrastructure
|
| Solution Design and Integration | - Storage and networking integration considerations - High availability and scalability design
|
| Operations and Troubleshooting | - Incident resolution and capacity planning - Monitoring and performance optimization
|
| HPE Compute Architecture Design | - Compute infrastructure planning and sizing - Workload analysis and requirements mapping
|
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HP Advanced HPE Compute Architect Solutions Written Exam Sample Questions (Q47-Q52):
NEW QUESTION # 47
A VMware customer wants firmware and driver updates for ProLiant hosts to be orchestrated by vSphere Lifecycle Manager together with ESXi updates.
What must be deployed on the hosts?
- A. Smart Update Manager installed in a management virtual machine
- B. HPE OneView for VMware vCenter in monitoring-only mode
- C. HPE Agentless Management Service only
- D. HPE Integrated Smart Update Tools (iSUT) with the HPE hardware support manager registered
Answer: D
Explanation:
vSphere Lifecycle Manager delegates firmware remediation to a registered hardware support manager. iSUT running on the ESXi hosts, together with the HPE hardware support manager provided by OneView or Compute Ops Management, enables coordinated firmware and driver remediation in a single workflow.
NEW QUESTION # 48
A customer asks about the options HPE Private Cloud AI includes out of the box for hyperparameter optimization (HPO) during fine-tuning.
What is one thing that you should explain?
- A. Administrators must expose the built-in Kuberay head service port 10001 externally in order to support Ray Tune.
- B. Administrators must install a Livy server with which users can run interactive HPO sessions.
- C. Users can run Katib experiments using the built-in Kubeflow framework, which includes several predefined trial templates.
- D. Users can apply HPO to any training code by uploading the code to the MLflow UI accessible from HPE AI Essentials out of the box.
Answer: C
Explanation:
HPE AI Essentials includes Kubeflow, and Kubeflow includes Katib for hyperparameter tuning experiments. The other options incorrectly map HPO to MLflow, Ray Tune exposure, or Spark/Livy.
Reference:
https://support.hpe.com/hpesc/public/docDisplay?docId=a00ecp55hen_us&docLocale=en_US&p age=reference%2Fkubernetes%2Fusing-kubernetes%2Fgeneral-functionality%2Ftutorials%2Fkubeflow%2FTutorial_Katib_Hyperparameter_Tuning.html
https://www.hpe.com/us/en/collaterals/collateral.a50014263enw.html
NEW QUESTION # 49
You are recommending HPE Slingshot as the interconnect for an HPC cluster that also runs AI training.
Which statement correctly describes this solution's benefits for this use case?
- A. The performance for AI training mostly depends on the average latency delivered by the network, which HPE Slingshot reduces using ECMP routing.
- B. The most important factor for an AI training interconnect is the network's total bandwidth. HPE Slingshot uses a high bandwidth, non-blocking topology.
- C. AI training requires low tail latency because computations cannot continue until all GPUs have exchanged weights. HPE Slingshot delivers that with adaptive routing and congestion control.
- D. AI training requires a convergence of InfiniBand and Ethernet technologies, which HPE Slingshot delivers by integrating these technologies in its top-of-rack (ToR) switches.
Answer: A
Explanation:
Distributed AI training is sensitive to tail latency during GPU synchronization. HPE Slingshot is designed for HPC/AI fabrics with adaptive routing and congestion control, helping reduce latency spikes and maintain performance at scale.
NEW QUESTION # 50
A customer wants a mirrored, hardware-protected boot volume that consumes no drive bays and is isolated from the data drives.
Which option should you recommend?
- A. HPE NS204i-u NVMe Hot Plug Boot Optimized Storage Device
- B. A single internal USB boot device with a backup image
- C. Two SFF SATA SSDs configured as RAID 1 on the MR controller
- D. Software RAID with the Intel VROC key
Answer: A
Explanation:
The NS204i series provides two M.2 NVMe drives in a dedicated boot device with hardware RAID
1 managed independently of the data storage controller. It does not consume front drive bays and keeps the OS boot volume separate from data.
NEW QUESTION # 51
A customer with 30 rack-mount ProLiant servers wants to view aggregated health status and perform group power operations without deploying any management software.
What should you recommend?
- A. Agentless Management Service (AMS)
- B. iLO Federation
- C. HPE OneView Standard
- D. HPE Compute Ops Management Enhanced
Answer: B
Explanation:
iLO Federation uses multicast peer discovery to let any iLO in a group display aggregated health, license, and firmware information and perform group power and configuration actions, with no external management server required.
NEW QUESTION # 52
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