HPE7-S02 Dumps (V8.02) Are Online for Your Success: Read the HPE7-S02 Free Dumps (Part 1, Q1-Q39) First

1. A solutions architect is explaining the key hardware components of a complete HPE Private Cloud AI (PCAI) solution.

Which combination of compute, networking, and storage hardware correctly identifies the standard PCAI reference architecture? (Select all that apply.)

2. A user has launched a JupyterLab workspace from the HPE AI Essentials catalog. After working for several hours, the user simply closes the browser tab. An administrator notices the workspace is still running and consuming a GPU.

What process does this user need to be shown to properly manage resources?

3. A Cloud Administrator needs to enable VMware's vSphere Lifecycle Manager (vLCM) to manage firmware and driver updates for a cluster of HPE ProLiant Gen12 servers.

Which HPE plugin must be installed in vCenter and configured as a Hardware Support Manager (HSM) to enable this integration?

4. A Cloud Administrator is setting up a new Kubernetes cluster on vSphere. The administrator needs to provide dynamic, `ReadWriteOnce` (RWO) persistent storage to the pods from the cluster's vSAN datastore.

Which component must be installed in the Kubernetes cluster to enable this functionality?

5. A VMware Administrator is setting up a new vSphere cluster on HPE ProLiant DL380 servers. To manage host firmware, the administrator has installed the HPE OneView for vCenter (OV4VC) plugin.

Which two management modes are supported by OV4VC for integrating with vSphere Lifecycle Manager (vLCM)? (Choose 2.)

6. An HPC Administrator is setting up job queues on a new cluster using the Slurm workload manager. The administrator needs to create a specific queue (a "partition" in Slurm) that only allows jobs that run for a maximum of 1 hour and can only be used by the "data-science" user group.

Which management software is used to configure these job partitions, time limits, and user access rules?

7. A Solutions Architect is designing a large-scale HPC cluster for workloads that are highly sensitive to network latency and require consistent, low-latency communication for collective operations.

Which HPE hardware interconnect is specifically designed to meet this workload requirement by providing advanced congestion control and a low-diameter topology?

8. A VMware administrator is investigating why a newly provisioned ESXi host, which is part of an HPE vSAN cluster, cannot see the vSAN datastore. All physical networking appears correct.

The administrator checks the vCenter events and sees the following message.

Event Description: Host esxi-05.corp.local failed to join vSAN cluster.

Cause: vSAN network configuration mismatch.

Given this event, what is the most likely configuration error?

9. A Cloud Administrator is deploying a new Kubernetes cluster on a vSphere environment that uses a vSAN datastore. The administrator needs to configure dynamic provisioning so that pods can request `ReadWriteOnce` (RWO) storage.

Which component must be installed in the Kubernetes cluster to manage this process?

10. An integrator is configuring a new HPE Private Cloud AI solution and needs to set up user authentication. The requirement is for all components (HPE AI Essentials, Kubeflow, Grafana) to use a single, centralized identity provider for Single Sign-On (SSO).

Which software component in the PCAI stack fulfills this role?

11. An integrator is setting up the storage for a new HPE Private Cloud AI (PCAI) solution. The solution's reference architecture requires high-performance, scale-out, `ReadWriteMany` (RWX) storage for models and datasets.

Which process correctly describes how this is configured?

12. A Solutions Architect is demonstrating the value of the NVIDIA AI Enterprise integration in the HPE Private Cloud AI solution. They want to show how a data scientist can easily deploy a pre-trained, optimized Llama 3 model as an API endpoint.

Which action best demonstrates this capability?

13. An AI Administrator is explaining the software stack of the HPE Private Cloud AI solution to a new user.

Which component provides the top-level, unified user interface and control plane, offering a "single pane of glass" to access workspaces, the model catalog, and underlying MLOps tools like Kubeflow?

14. An HPC Administrator is explaining the software stack to a new user. The administrator wants to clarify which tool is used for the *initial deployment* of the operating system to the 1,000+ bare-metal compute nodes.

Which management software is responsible for this large-scale, image-based provisioning?

15. A user in an HPE Private Cloud AI solution reports that their new JupyterLab workspace is stuck in a "Pending" state and will not start.

Which `kubectl` command is the most effective for an administrator to troubleshoot *why* this pod is not being scheduled?

16. A solutions architect is designing the network for a large-scale HPE Cray HPC cluster. The primary workload is a simulation that is extremely sensitive to network latency and requires advanced congestion control to prevent "hotspots."

Which HPE hardware interconnect is designed to meet this specific workload requirement?

17. An HPC Administrator is managing an HPE Cray XD670 server that is fully populated with 8 high-TDP NVIDIA GPUs. The server is reporting thermal warnings when under full load.

This server is designed with a specific hardware feature to meet this extreme thermal workload requirement.

What is this cooling solution?

18. A Cloud Administrator is managing a multi-site vSphere environment from a single vCenter. Site A has 10 HPE hosts and Site B has 4 HPE hosts. The administrator wants to use vSphere Lifecycle Manager (vLCM) to manage firmware for all 14 hosts.

What components are required to be set up to make this work? (Select all that apply.)

19. Question 4 of 4 (Context: Scenario SC-HPE7-S02-009)

For Customer B (HPC), what is the correct high-performance *parallel file system* (PFS) storage hardware designed to support thousands of compute nodes running workloads like Lustre?

20. An AI Administrator needs to add a new data scientist to "Project-Alpha" on the HPE Private Cloud AI platform. The administrator has already created the user's account (`new-user`) in Keycloak.

What is the correct next step in the process to grant this user access to the project?

21. A user is running a distributed AI training job on two nodes in an HPE Private Cloud AI cluster. The job is performing poorly, and `nvidia-smi` on both pods shows low GPU utilization (~30%). The model is large and requires frequent gradient synchronization between the nodes.

What is the *most likely* bottleneck causing this optimization issue?

22. An HPC Administrator is reviewing the architecture of the HPE Slingshot interconnect. This high-performance network uses a "dragonfly" topology.

What is the primary management component used to configure, monitor, and manage the switches and fabric of the HPE Slingshot network?

23. A Cloud Administrator is setting up networking for a vSphere cluster that will host vSAN, vMotion, and Kubernetes traffic. To follow best practices, the administrator wants to isolate this traffic.

What are two correct processes or components used to achieve this isolation? (Choose 2.)

24. A VMware Administrator is using `esxtop` and has navigated to the disk device (`u`) view to investigate high storage latency on a vSAN cluster.

DEVICE

g

<b>DAVG/ms</b>

<b>KAVG/ms</b>

<b>GAVG/ms</b>

<b>QAVG/ms</b>

naa.5002538... (vSAN Cache)

<b>1.50</b>

<b>25.10</b>

<b>26.60</b>

<b>0.05</b>

Which component is the source of the high latency (26.60 ms) seen by the Guest VM (`GAVG/ms`)?

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

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

26. An AI Administrator is reviewing the core software components of the HPE Private Cloud AI solution's management stack.

Which component is responsible for providing the AIOps platform for end-to-end monitoring, from the physical HPE ProLiant hardware (iLO) and vSphere cluster up to the Kubernetes pods?

27. An HPC Administrator needs to get a consolidated view of the physical health of all compute nodes in an HPE cluster, including component status, temperatures, and power consumption from the iLOs.

Which management software option provides this comprehensive hardware monitoring and health dashboard?

28. A Solutions Architect is comparing the networking hardware for an HPE Private Cloud AI solution versus a large-scale HPE Cray HPC solution.

What are the correct interconnects that meet the specific workload requirements for each solution? (Choose 2.)

29. An AI Administrator needs to track the full lifecycle of models being developed on the HPE Private Cloud AI platform. They need a central location to log parameters from training runs, save and compare metrics, and store the final model files.

Which integrated, open-source software component is included in PCAI to provide this experiment tracking and model registry functionality?

30. Question 2 of 4 (Context: Scenario SC-HPE7-S02-010)

Based *only* on the `esxtop` Disk Device view, what is the clear root cause of the storage performance issue?

31. A data scientist on the HPE Private Cloud AI platform has finished with their JupyterLab workspace. They close the browser tab. An administrator notices the workspace is still in the "Running" state and consuming a GPU.

What is the correct process for the user to manage and stop this job?

32. A data scientist is demonstrating the value of the NVIDIA AI Enterprise integration within the HPE Private Cloud AI platform. They want to show how to deploy a new Llama 3 model for inference.

Which action best demonstrates this capability?

33. A data scientist has deployed a custom model server in their namespace (`kubeflow-user-ds1`) in the HPE Private Cloud AI cluster. An integrator needs to make this service securely accessible to external users at the URL `https://my-model.pcaivendor.com`.

Which two Istio resources must the integrator create to correctly set up this secured ingress route? (Choose 2.)

34. Question 1 of 4 (Context: Scenario SC-HPE7-S02-010)

Based *only* on the `esxtop` CPU view, what is the clear root cause of the CPU performance issue for `CRM-DB-01`?

35. 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 is the primary tool for this large-scale, image-based provisioning task?

36. A Data Scientist is demonstrating the HPE AI Essentials dashboard to a new colleague. To start work, the colleague needs to launch a JupyterLab environment with 1 GPU.

What is the standard process to demonstrate this in the UI?

37. A Solutions Architect is designing an HPE Private Cloud AI solution. The design must specify the correct hardware components for the AI workload's high-performance, shared storage (for models and datasets).

Which HPE storage hardware is the specified component in the reference architecture for this `ReadWriteMany` (RWX) storage requirement?

38. A Solutions Architect is designing a vSAN storage policy for a critical database application running on an HPE ProLiant cluster.

The requirements are:

1. The application data must remain available even if two hosts in the cluster fail simultaneously.

2. Storage efficiency (e.g., RAID 5/6) should be used if possible.

Review the following partial vSAN policy definition:

{

"rule-1": {

"capability": "storage.policy.failuresToTolerate",

"value": "1"

},

"rule-2": {

"capability": "storage.policy.failureToleranceMethod",

"value": "RAID-1 (Mirroring)"

}

}

Which two changes must be made to this policy to meet the requirements? (Choose 2.)

39. A solutions architect is selecting hardware for a workload that involves dense, high-TDP GPUs (like NVIDIA H100s) and requires direct liquid cooling (DLC) to manage the thermal load.

Which HPE compute hardware is specifically designed to meet this 8-GPU, liquid-cooled workload requirement?