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1. An integrator is responsible for securing the HPE Private Cloud AI solution. The requirement is to ensure that all web UIs (e.g., HPE AI Essentials, Kubeflow, Grafana) are protected by a central authentication service that provides Single Sign-On (SSO).

Which software component provides this central IAM (Identity and Access Management) functionality?

2. A Solutions Architect is designing an HPC storage solution. The workload requirement is for a massive-scale, high-performance parallel file system (PFS) to support thousands of compute nodes.

Which HPE hardware solution is purpose-built to meet this specific HPC storage workload?

3. An HPC Administrator is reviewing the cooling solution for a new HPE Cray XD670 server. This server will be populated with 8 high-TDP (Thermal Design Power) NVIDIA H100 GPUs.

Which cooling technology is a key hardware feature of this server, essential for meeting the thermal requirements of such a dense GPU configuration?

4. A data scientist on the HPE Private Cloud AI platform needs a tool to track their experiment runs, log parameters and metrics, and store and version their final trained models.

Which integrated, open-source software component provides this MLOps "experiment tracking" and "model registry" functionality?

5. A data scientist on an HPE Private Cloud AI platform needs to provision a `ReadWriteMany` (RWX) persistent volume for a shared dataset. The cluster uses HPE GreenLake for File Storage.

Which two software components must be in place for the data scientist's `PersistentVolumeClaim` to be dynamically provisioned? (Choose 2.)

6. Given the high storage latency (`DAVG/ms` = 40.50) on the vSAN cache device, the administrator suspects the physical SSD is failing or has a firmware bug.

How can the administrator check the *physical* hardware status (e.g., iLO alerts, drive health) of the HPE ProLiant server from *within the vCenter UI*?

7. An HPC Administrator is explaining the difference between the two main management software suites on their HPE Cray cluster.

Which statement accurately describes the distinct roles of HPE Performance Cluster Manager (HPCM) and a Workload Manager (like Slurm)?

8. An AI Administrator is explaining the security model of the HPE Private Cloud AI (PCAI) solution. A new user asks how they can use a single username and password to log in to all the different web UIs (HPE AI Essentials, Kubeflow, Grafana, etc.).

Which software component provides this centralized Identity and Access Management (IAM) and Single Sign-On (SSO) capability?

9. A user is running an HPC application that requires a parallel file system. The administrator has provided a storage solution based on the HPE Cray Storage C500.

What is the primary benefit of this hardware solution that meets the user's workload requirement?

10. An HPC Administrator is explaining the different management tools on a large HPE Cray cluster.

Which statement accurately describes the scope of the HPE Performance Cluster Manager (HPCM) versus the Slingshot Fabric Manager?

11. An AI Administrator is explaining the storage architecture of the HPE Private Cloud AI solution to an integrator. The solution requires a high-performance, scale-out file system to provide `ReadWriteMany` (RWX) access for AI workloads (e.g., models, datasets).

Which HPE storage hardware solution is specified in the reference architecture to meet this requirement?

12. An integrator is reviewing the hardware for an HPE Private Cloud AI solution, which uses HPE ProLiant DL380a Gen12 servers. The integrator notes that these servers support up to eight double-wide GPUs.

An AI Administrator needs to confirm the GPU status in one of the servers.

The following command is executed:

Which hardware design feature of the HPE ProLiant DL380a Gen12 is specifically optimized to provide the necessary bandwidth for all eight of these high-performance GPUs?

13. An integrator needs to provide high-performance, `ReadWriteMany` (RWX) persistent storage to the Kubernetes workloads in an HPE Private Cloud AI solution. The hardware solution is HPE GreenLake for File Storage.

What is the correct process to enable this?

14. A Solutions Architect is designing a new 3-node, all-flash vSAN cluster using HPE ProLiant DL380 Gen12 servers. The primary goal is to create a resilient and fully integrated vSphere environment that simplifies hardware lifecycle management.

Which components are essential to include in this design to meet the requirements? (Select all that apply.)

15. A solutions architect is designing a storage solution for a large-scale HPC cluster. The workload requires a high-performance parallel file system (like Lustre) that can scale to petabytes.

Which HPE storage hardware is purpose-built to meet this specific HPC workload requirement?

16. An HPC Administrator needs to deploy a consistent operating system image to over 500 bare-metal compute nodes in an HPE Cray cluster.

Which HPE management software solution provides this capability for large-scale, image-based provisioning?

17. An HPC Administrator is planning the deployment of a new HPE Cray XD cluster. The administrator needs a solution to provision operating system images to hundreds of bare-metal compute nodes efficiently.

Which HPE software provides this large-scale, image-based provisioning capability as one of its core features?

18. An HPC Administrator is explaining the two primary types of management software on an HPE HPC cluster. One manages the cluster *infrastructure* (provisioning, hardware monitoring), while the other manages the *workloads* (job queuing, scheduling).

What are these two software components?

19. A VMware Administrator wants to use VMware vSphere Lifecycle Manager (vLCM) to manage firmware and driver updates for a cluster of HPE ProLiant servers. To do this, vLCM needs access to the specific HPE firmware and driver bundle.

Which component must be installed and configured to enable this vLCM integration?

20. A VMware Administrator is checking vCenter alerts for a 4-node vSAN cluster running on HPE ProLiant servers. A critical alert is active:

`vSAN cluster partition`

What is the most immediate and likely cause of this alert?

21. A user's job on an HPE HPC cluster is pending. The user runs `squeue` and sees the following:

Which management component is providing this output, and what does the `(Resources)` reason mean?

22. An AI Administrator needs to monitor the end-to-end health of the entire HPE Private Cloud AI solution, including the physical HPE ProLiant servers, the vSphere management cluster, and the Kubernetes compute cluster.

Which integrated software component is the AIOps platform that provides this full-stack, unified monitoring and alerting?

23. A Cloud Administrator is configuring a new vSAN cluster. The requirement is for all VMs using the "Gold" policy to survive a single host failure while using the most space-efficient data placement. The cluster is all-flash and has 6 nodes.

Which `Failure tolerance method` should be selected in the vSAN storage policy to meet this requirement?

24. what is the correct high-performance, scale-out file storage (RWX) solution specified in the reference architecture?

25. A data scientist has deployed a new inference service in their namespace on an HPE Private Cloud AI cluster. They need to expose this service externally with the hostname `my-service.pcaivendor.com` and secure it using the platform's Keycloak SSO.

What two Istio resources must be created to correctly set up this secured ingress route? (Choose 2.)

26. A Solutions Architect is demonstrating the core "self-service" workflow for a data scientist on the HPE Private Cloud AI platform.

Which sequence of actions in the HPE AI Essentials dashboard correctly demonstrates this workflow?

27. An AI Administrator is demonstrating the user management workflow in HPE AI Essentials to a new project manager.

Which statement accurately describes the two-part process for onboarding a new user to a project?

28. A Cloud Administrator is configuring a vSAN storage policy for a 6-node all-flash cluster. The requirement for a specific application is to tolerate two (2) host failures (FTT=2) while being as space-efficient as possible.

Which `Failure tolerance method` must be selected in the policy to meet these requirements?

29. A user (e.g., a researcher) on an HPE HPC cluster needs to submit a new computation. They have their job script ready.

Which software component, as a management option, is the user *directly* interacting with to submit their script and manage its place in the queue?

30. A user (a data scientist) needs to submit a job to the HPE HPC cluster. They have a script named `train.sh`.

Which management component's command-line interface (CLI) would the user typically interact with to submit this job (e.g., `sbatch train.sh`)?

31. An AI administrator is troubleshooting a poorly performing NVIDIA NIM endpoint on an HPE Private Cloud AI solution. The administrator suspects the pod is not correctly attached to the GPU.

The administrator runs the following command:

`kubectl exec <nim-pod-name> -n <user-namespace> -- nvidia-smi`

The output shows "No running processes found" in the process list.

What does this output indicate?

32. A Solutions Architect is demonstrating the key benefit of the NVIDIA AI Enterprise software included with the HPE Private Cloud AI solution. The goal is to show how a production-ready LLM can be deployed for inference.

Which action best demonstrates this value?

33. An HPC Administrator is using HPE Performance Cluster Manager (HPCM) to manage a large cluster. A user reports that their job is pending and not starting. The administrator wants to check the status of the compute nodes and the job queue.

Which two types of components does HPCM integrate with to provide this complete view of cluster status? (Choose 2.)

34. 1.A Solutions Architect is designing a complete HPE Private Cloud AI solution. The design must meet the reference architecture's requirements for compute, networking, and storage.

Which combination of hardware components represents a valid reference architecture for this solution? (Select all that apply.)

35. A Solutions Architect is demonstrating the HPE Private Cloud AI platform to a customer. The customer asks how a new user, "data-scientist-1," can be added to a project.

Which two components must be used in sequence to demonstrate this process? (Choose 2.)

36. A Cloud Administrator has installed the HPE OneView for vCenter (OV4VC) plugin. During setup, the administrator is presented with two main options for managing the HPE ProLiant hosts. The organization does *not* have a separate HPE OneView appliance.

Which management mode must the administrator select to allow OV4VC to communicate *directly* with the servers' iLOs for vLCM integration?

37. A Cloud Administrator observes high storage latency for several VMs running on an HPE ProLiant cluster configured with an all-flash vSAN. Using `esxtop` in the disk device view (press 'u'), the administrator reviews the metrics for a vSAN device.

Which statements accurately describe the performance issue based on this output? (Select all that apply.)

38. An AI Administrator needs to get a comprehensive overview of the entire HPE Private Cloud AI solution's health, from the physical HPE ProLiant servers to the Kubernetes cluster and vSphere management nodes.

Which integrated software component is the primary tool for this end-to-end infrastructure monitoring and AIOps-driven troubleshooting?

39. An AI Administrator needs to add a new data scientist, "test-user," to the HPE Private Cloud AI platform and grant them access to the "Finance-Project" workspace.

What is the correct two-step process to manage this?

40. An integrator is reviewing the primary HPE software component used to integrate HPE servers with a VMware vCenter environment. This component provides hardware-level visibility and enables features like firmware updates directly from vCenter.
What is the name of this key HPE integration component?