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| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Integration with Third-Party Platforms | 15% | - Red Hat OpenShift and Kubernetes integration - VMware integration |
| Topic 2: HPE AI Essentials: Data Analytics and Data Science | 15% | - Analytics and machine learning tools - Data pipelines and processing |
| Topic 3: Solution Optimization and Security | 5% | - Security best practices - Efficiency and resilience |
| Topic 4: HPE ProLiant Gen12 for AI | 20% | - GPU integration and configuration - Server architecture and components - AI-optimized compute design |
| Topic 5: AI Workshops and HPE AI Essentials Platform | 15% | - Customer engagement and assessment - Platform capabilities and deployment |
| Topic 6: NVIDIA AI Enterprise and Model Serving | 10% | - Model serving architecture and optimization - Software deployment and management |
| Topic 7: Troubleshooting HPE Private Cloud AI | 10% | - Issue diagnosis and resolution - Performance tuning and optimization |
| Topic 8: High Performance Computing (HPC) Design and Management | 10% | - Management and monitoring - Architecture and scaling |
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NEW QUESTION # 71
Which of the following best describes the function of HPE Active Health System (AHS) on ProLiant Gen11 servers?
Answer: D
Explanation:
Active Health System continuously logs system health, configuration, and diagnostic data (viewable via AHS Viewer or shared with HPE support) to help diagnose problems and support proactive/predictive maintenance. It does not perform RAID rebuilds, does not auto-apply firmware without approval, and is unrelated to iLO licensing.
NEW QUESTION # 72
An HPE Private Cloud AI User wants to use KServe to run a NIM that is available in NGC.
What is one prerequisite?
Answer: D
Explanation:
D is correct. A NIM image hosted in NVIDIA NGC is protected by NVIDIA registry authentication. To allow KServe in a user namespace to pull that image, the user needs a valid NGC API key and a Kubernetes secret containing the corresponding registry credentials in the namespace where the InferenceService will run. The workload can then reference that secret for the image pull or other required NGC access.
Option A describes registering NGC with HPE Machine Learning Inference Software. That is relevant when MLIS is the serving mechanism, but the scenario explicitly uses KServe. Option B is not how NVIDIA AI Enterprise is made available to HPE AI Essentials; it is not imported as a user Helm chart. Option C is also invalid because KServe does not require special "decorators" in application code to launch a NIM.
Namespace placement matters because Kubernetes secrets are namespace-scoped. A secret created elsewhere is not automatically available to the user's KServe deployment.
References/topics: Advanced HPE Compute Solutions, Rev. 26.21, Module 5 "Other options for serving models on HPE Private Cloud AI" and NVIDIA AI Enterprise; HPE AI Essentials KServe guidance; NVIDIA NGC authentication documentation.
NEW QUESTION # 73
What is one benefit of HPE Slingshot for HPC workloads?
Answer: B
Explanation:
HPE Slingshot improves bandwidth utilization with fine-grained adaptive routing; routing decisions can be packet-by-packet for unordered traffic.
NEW QUESTION # 74
Which HPE resource should an integrator consult to determine end-of-life (EOL), end-of-service- life (EOSL), and warranty details for a proposed HPE ProLiant Gen10 Plus server configuration?
Answer: D
Explanation:
HPE QuickSpecs provide product specification details, and the HPE Support Center's product lifecycle/warranty pages provide authoritative EOL/EOSL and warranty information for planning purposes. SPOCK addresses interoperability/compatibility (not lifecycle dates), Power Advisor addresses power/cooling sizing, and the OneView Activity Feed is an operational audit log unrelated to product lifecycle data.
NEW QUESTION # 75
An HPE Private Cloud AI customer wants to replace the self-signed certificate that users see when they access HPE AI Essentials.
The customer wants to reduce maintenance efforts by having the solution auto-renew the certificate.
What is part of the implementation process?
Answer: A
Explanation:
A is correct. When the objective is automated renewal of the HPE AI Essentials ingress certificate, cert- manager should control the certificate lifecycle. A ClusterIssuer is part of that implementation because it defines the certificate-authority or ACME issuing service that cert-manager can use cluster-wide. Once the issuer and the corresponding Certificate resource are configured correctly, cert-manager can request, replace, and renew the certificate rather than requiring repeated manual secret replacement.
Option C describes a manually supplied secret containing certificate material. That can be appropriate when an organization already has a certificate and wants to install it manually, but by itself it does not provide automated renewal. An AuthorizationPolicy controls traffic authorization, not certificate issuance, so B is unrelated. The Istio ingress gateway already exists as part of HPE AI Essentials; creating another gateway is not the required certificate-renewal step.
Rev. 26.21 specifically updates certificate material for HPE AI Essentials 1.9 and later, making it important to distinguish automated cert-manager workflows from manual ingress-cert replacement.
References/topics: Advanced HPE Compute Solutions, Rev. 26.21, Module 3 "Replacing the Istio ingress gateway certificate"; HPE AI Essentials documentation, "Using cert-manager to Generate and Replace SSL Certificate."
NEW QUESTION # 76
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