Download Valid HPE7-S02 Exam Dumps for Best Preparation 1 / 6 Exam : HPE7-S02 Title : https://www.passcert.com/HPE7-S02.html Advanced HPE Compute Integrator Solutions Written Exam Download Valid HPE7-S02 Exam Dumps for Best Preparation 2 / 6 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.) A. Networking: HPE Slingshot B. Storage: HPE GreenLake for File Storage C. Networking: Standard 100GbE RoCE Ethernet D. Storage: VMware vSAN E. Compute: HPE ProLiant DL380a Gen12 F. Compute: HPE Cray XD2000 Answer: B, C, E 2.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? A. The pod's memory `limit` is too low. B. The pod's CPU `request` is too low. C. A network issue (e.g., high latency, congestion, misconfigured RoCE) is delaying inter-node communication. D. The HPE GreenLake for File Storage is unresponsive. Answer: C 3.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.) A. A `VirtualService` to define the host and route. B. A `NetworkPolicy` to allow traffic from the gateway. C. A new `Gateway` to open port 443. D. An `MLflow` model registry entry. E. An `AuthorizationPolicy` to require a valid Keycloak JWT. Answer: A, E 4.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? A. The HPE Slingshot Fabric Manager B. The Slurm Workload Manager C. HPE Performance Cluster Manager (HPCM) D. OpsRamp Answer: C Download Valid HPE7-S02 Exam Dumps for Best Preparation 3 / 6 5.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? A. Ray (Kuberay) B. Keycloak C. OpsRamp D. MLflow Answer: D 6.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? A. Built-in vSAN cache-tier support B. Redundant iLO management ports C. Support for high-speed PCIe Gen5 slots D. Hot-swappable fans and power supplies Answer: C 7.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? Download Valid HPE7-S02 Exam Dumps for Best Preparation 4 / 6 A. One of the VMs in the cluster has a high `%CSTP` value. B. A network failure (e.g., switch failure, VLAN misconfiguration) is preventing hosts from communicating over the vSAN network. C. The vSAN license on the cluster has expired. D. A physical SSD on one of the hosts has failed. Answer: B 8.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? A. `RAID-5/6 (Erasure Coding)` B. `RAID-1 (Mirroring)` with `Failures To Tolerate` set to 2. C. `RAID-1 (Mirroring)` D. `RAID-0 (Striping)` Answer: A 9.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? A. HPE AI Essentials B. Kubeflow C. Grafana D. OpsRamp Answer: D 10.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? A. The HPE Storage CSI Driver B. HPE OneView for vCenter (OV4VC) C. The vSphere CSI Driver D. HPE Performance Cluster Manager (HPCM) Answer: B 11.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? A. The Slurm Workload Manager Download Valid HPE7-S02 Exam Dumps for Best Preparation 5 / 6 B. The HPE Slingshot Fabric Manager C. A user's `squeue` command D. HPE Performance Cluster Manager (HPCM) Answer: D 12.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? A. 1) All users are managed in OpsRamp, and permissions are automatically synced to HPE AI Essentials. B. 1) Create the user in the HPE AI Essentials dashboard, then 2) Assign them to a project in the OpsRamp UI. C. 1) Create the user and their password in the Keycloak Admin UI, then 2) Assign that user to a workspace/project inside the HPE AI Essentials dashboard. D. 1) Create the user with `kubectl`, then 2) Assign them to a project in the Keycloak Admin UI. Answer: C 13.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.) A. Compute: HPE ProLiant DL380a Gen12 (for 8 GPUs) B. Compute: HPE Cray XD670 (for 8 GPUs, liquid-cooled) C. Networking: High-speed Ethernet (100GbE/200GbE) with RoCE D. Networking: HPE Slingshot E. Storage: HPE GreenLake for File Storage F. Storage: HPE Cray Storage C500 Answer: A, C, E 14.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? A. Showing the `nvidia-smi` command in a server's terminal to prove the GPUs are present. B. Showing the HPE AI Essentials `Catalog` and launching a pre-packaged "NVIDIA NIM" for Llama 3 as an API endpoint. C. Showing the OpsRamp dashboard monitoring the NVIDIA GPU temperatures. D. Showing the Kubeflow Pipelines UI and starting a multi-week training job. Answer: B 15.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 Download Valid HPE7-S02 Exam Dumps for Best Preparation 6 / 6 (vLCM)? (Choose 2.) A. `OpsRamp Monitoring Mode` B. `HPE Storage CSI Driver Mode` C. `HPE OneView Management Mode` D. `HPE iLO Management Mode` E. `HPE Performance Cluster Manager (HPCM) Mode` Answer: C, D 16.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.) A. The vSphere vCenter server B. The HPE AI Essentials MLOps platform C. The system's hardware monitoring tools (e.g., iLO, environmental sensors) D. The Keycloak identity provider E. A workload manager (e.g., Slurm, PBS Pro) Answer: C, E 17.Scenario: Diagnosing a Multi-Factor vSphere Performance Issue Scenario ID: SC-HPE7-S02-010 A Cloud Administrator is troubleshooting a critical database VM (`CRM-DB-01`) running on an HPE ProLiant Gen12 server in a vSAN cluster. Users are reporting that application queries are "timing out." The administrator logs into the ESXi host running the VM and uses `esxtop`. `esxtop` CPU View (`c` key) Snippet: esxtop` Disk Device View (`u` key) Snippet: DEVICEs <b>DAVG/ms</b> <b>KAVG/ms</b> <b>GAVG/ms</b> <b>QAVG/ms</b> naa.6000c29... (vSAN-Cache-Dev) <b>40.50</b> <b>2.10</b> <b>42.60</b> <b>0.20</b> The administrator sees critical performance issues in both views.