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| Section | Weight | Objectives |
|---|
| AI Workshops and HPE AI Essentials Platform | 15% | - Customer engagement and assessment - Platform capabilities and deployment
|
| Integration with Third-Party Platforms | 15% | - VMware integration - Red Hat OpenShift and Kubernetes integration
|
| NVIDIA AI Enterprise and Model Serving | 10% | - Model serving architecture and optimization - Software deployment and management
|
| Solution Optimization and Security | 5% | - Security best practices - Efficiency and resilience
|
| High Performance Computing (HPC) Design and Management | 10% | - Management and monitoring - Architecture and scaling
|
| HPE AI Essentials: Data Analytics and Data Science | 15% | - Analytics and machine learning tools - Data pipelines and processing
|
| HPE ProLiant Gen12 for AI | 20% | - AI-optimized compute design - Server architecture and components - GPU integration and configuration
|
| Troubleshooting HPE Private Cloud AI | 10% | - Performance tuning and optimization - Issue diagnosis and resolution
|
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HP Advanced HPE Compute Integrator Solutions Written Exam Sample Questions (Q19-Q24):
NEW QUESTION # 19
You are helping a customer troubleshoot 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?
- A. The host needs processors with more cores, or some VMs need to be moved to other hosts.
- B. The performance issues derive from the storage backend, which might require a controller upgrade.
- C. The host needs more memory, or some VMs need to be moved to other hosts.
- D. The performance issues derive from the storage network, which needs higher bandwidth.
Answer: C
Explanation:
A is correct. The esxtop output indicates memory pressure rather than CPU or storage saturation. The host has only about 122 MB of free physical memory, the VMkernel memory state is shown as hard, ballooning is active, and swap is in use. Those are strong indicators that ESXi is reclaiming memory because demand is approaching or exceeding comfortable physical capacity. Reclamation can increase latency sharply, especially when guest memory is swapped to storage.
The CPU figures do not show the classic signature of CPU contention. The displayed VMs have low %RDY values, so they are not spending excessive time waiting for physical CPU scheduling. The storage panel also shows relatively low read/write latency for the displayed workloads, which does not support a storage- controller or storage-network bottleneck as the primary cause.
The appropriate remediation is therefore to add physical memory, reduce VM memory commitments, or evacuate some VMs to other hosts. The screenshot is a good example of why VMware troubleshooting should correlate multiple esxtop panels rather than infer the bottleneck from utilization alone.
References/topics: Advanced HPE Compute Solutions, Rev. 26.21, Module 8 "Troubleshooting HPE running VMware"; VMware ESXi esxtop memory-reclamation concepts.
NEW QUESTION # 20
Which correctly characterizes HPE ProLiant Compute XD685 servers?
- A. Scale-out design with up to 8 single-processor nodes per 5U chassis
- B. Scale-up design with 8 processors and 8TB of memory per chassis
- C. Support for up to 8 NVIDIA Blackwell GPUs per 5U chassis, combined with iLO management
- D. Support for 4 processors and 4 Lovelace GPUs per 5U chassis, combined with a choice of iLO or BMC management
Answer: C
Explanation:
B is correct. HPE ProLiant Compute XD685 is a purpose-built accelerated system for large AI training and tuning workloads. Current HPE configurations support eight NVIDIA Blackwell-family GPUs, including B200 and Blackwell Ultra options, in a dense direct-liquid-cooled 5U chassis. The platform also uses HPE Integrated Lights-Out (iLO) for secure server-level management, giving it the familiar HPE management and security foundation expected in enterprise deployments.
Option A is incorrect in processor count, GPU generation, and management characterization. The XD685 is not a four-processor/four-GPU Lovelace design with a choice between unrelated management controllers.
Option C describes a multi-node scale-out chassis architecture that does not match the XD685; the 5U system is a single accelerated server platform with eight GPUs. Option D similarly invents an eight-processor, 8 TB scale-up design.
The exam objective is not merely to memorize a model name. The XD685 is positioned where workload requirements demand very high GPU density, large-model training capability, fast accelerator interconnects, and enterprise serviceability.
References/topics: Advanced HPE Compute Solutions, Rev. 26.21, Module 1 "HPE solutions for AI"; HPE ProLiant Compute XD685 product specifications and current HPE Blackwell platform materials.
NEW QUESTION # 21
Which HPE offering allows an integrator to model, size, and validate a proposed HPE compute and storage solution against a customer's workload requirements before purchase?
- A. HPE Power Advisor
- B. HPE Sizer tools (e.g., solution-specific sizing tools within the HPE partner portal)
- C. HPE SPOCK
- D. HPE Smart Update Manager
Answer: B
Explanation:
HPE Sizer tools let partners and integrators model workload requirements (compute, storage, networking) and generate validated bill-of-materials recommendations. HPE Power Advisor specifically estimates power/cooling requirements for a given configuration, SPOCK validates compatibility rather than sizing, and Smart Update Manager handles firmware/driver updates post-purchase.
NEW QUESTION # 22
In an HPE Synergy environment, what is the role of the Synergy Composer?
- A. It is the physical fan module for the Synergy frame.
- B. It is a network switch module used only for uplinks.
- C. It is the management appliance that provides the software-defined intelligence to compose and manage logical servers, storage, and fabric.
- D. It is a licensing key required to power on compute modules.
Answer: C
Explanation:
Synergy Composer is the embedded management appliance running HPE OneView that provides the software-defined control plane for composing and managing Synergy resources into logical servers, storage volumes, and fabric connectivity. It is not a physical cooling component, a licensing key, or a switch module (that role belongs to Virtual Connect/Synergy interconnect modules).
NEW QUESTION # 23
An HPE Private Cloud AI customer wants to prevent Airflow from consuming too many resources on the cluster. What is one approach you can take to fulfill this request?
- A. From the Airflow UI, reduce the number of slots assigned to the default pool.
- B. Configure the Airflow framework to enable autoscaling.
- C. Configure the Airflow framework values to adjust the resources assigned to the executor pods.
- D. From the Airflow UI, reduce the memory and CPU for executor pods.
Answer: A
Explanation:
Airflow pools limit how many tasks can run concurrently. Reducing the default_pool slots limits the number of task/executor pods Airflow can launch at once, preventing it from consuming excessive cluster resources. HPE documents this under Airflow > Admin > Pools.
NEW QUESTION # 24
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