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| Section | Objectives |
|---|
| Compute and Virtualization Solutions | - HPE Compute Platforms
- 1. HPE Cray Systems
- 2. HPE OneView Integration
- 3. HPE ProLiant Servers
- VMware and vSphere Integration
- 1. Container Storage Interface (CSI)
- 2. vSAN Design and Policies
- 3. vSphere Deployment
|
| Design and Implement HPE Private Cloud AI Solutions | - HPE Private Cloud AI Architecture
- 1. Storage Components
- 2. Compute Components
- 3. Reference Architectures
- 4. Networking Components
- AI Infrastructure Integration
- 1. NVIDIA GPU Integration
- 2. AI Workload Requirements
- 3. AI Enterprise Software Stack
|
| Operations, Security, and Troubleshooting | - Monitoring and Management
- 1. HPE AI Essentials
- 2. OpsRamp
- 3. Resource Monitoring
- Identity and Access Management
- 1. Keycloak
- 2. Single Sign-On
- 3. Platform Identities
- Performance Optimization and Troubleshooting
- 1. vSphere Performance Analysis
- 2. AI Workload Troubleshooting
- 3. Compute Performance Optimization
|
| Kubernetes and MLOps Platforms | - AI and MLOps Services
- 1. Kubeflow
- 2. Ray (KubeRay)
- 3. MLflow
- 4. JupyterLab Workspaces
- 5. Spark Operator
- Kubernetes Infrastructure
- 1. Persistent Storage
- 2. Namespace and Resource Management
- 3. Cluster Deployment
|
| HPC and High-Performance Infrastructure | - HPC Storage and Management
- 1. Large-Scale Provisioning
- 2. HPE Performance Cluster Manager
- 3. HPE Cray Storage C500
- HPC Networking
- 1. Low-Latency Network Design
- 2. Slingshot Fabric Manager
- 3. HPE Slingshot Interconnect
|
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HP Advanced HPE Compute Integrator Solutions Written Exam Sample Questions (Q29-Q34):
NEW QUESTION # 29
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. Configure the Airflow framework to enable autoscaling.
- B. From the Airflow UI, reduce the number of slots assigned to the default pool.
- C. From the Airflow UI, reduce the memory and CPU for executor pods.
- D. Configure the Airflow framework values to adjust the resources assigned to the executor pods.
Answer: B
Explanation:
D is correct. Airflow pools provide a direct mechanism for controlling task concurrency. Each pool has a defined number of slots, and tasks assigned to that pool consume slots while they execute. Reducing the number of slots in the default pool therefore limits the number of tasks that can run simultaneously and places an upper bound on how aggressively Airflow can consume cluster resources across concurrent DAG activity.
Option A is not the supported control in this scenario; the Airflow UI does not serve as the general editor for executor-pod CPU and memory sizing. Option B is the opposite of the stated objective because enabling autoscaling can increase executor capacity in response to demand. Option C suggests changing framework values for executor resources, but HPE's Airflow integration historically constrains those settings and the exam-tested method for limiting aggregate workload pressure is pool concurrency.
This is a scheduling-level safeguard rather than a Kubernetes quota. In a production environment, pool slots can be combined with platform quotas and workload resource requests to create layered control over resource consumption.
References/topics: Advanced HPE Compute Solutions, Rev. 26.21, Module 4 "Airflow" and Module 7 resource troubleshooting; HPE AI Essentials Airflow documentation, pool slots and maximum simultaneous jobs.
NEW QUESTION # 30
An HPE Private Cloud AI customer wants to implement access controls on Airflow DAGs such that only HPE Private Cloud AI Administrators can trigger the DAGs.
What should you recommend?
- A. Within the Airflow UI, go to the Security > List Roles page and assign the "trigger" permission to the Admin role.
- B. Configure the Airflow framework and change the value for the access_control line to "Admin."
- C. Add an access control line to the DAG code that permits "Admin" the "can_edit" privilege.
- D. From within the HPE GreenLake cloud User management page, assign the Airflow Admin role to HPE Private Cloud AI Administrators.
Answer: C
Explanation:
References/topics: Advanced HPE Compute Solutions, Rev. 26.21, Module 4 "Airflow"; June 15, 2026 HPE7- S02 release notes noting the updated Airflow RBAC method; HPE AI Essentials 1.11 "Defining RBACs on DAGs."
NEW QUESTION # 31
Which HPE iLO 6 feature helps protect a server against firmware tampering by validating firmware integrity at each boot?
- A. Silicon Root of Trust
- B. Agentless Management
- C. iLO Federation
- D. Intelligent Provisioning
Answer: A
Explanation:
HPE Silicon Root of Trust anchors the boot process in silicon so that firmware is cryptographically validated before execution, protecting against compromised firmware. iLO Federation is for managing groups of servers, Intelligent Provisioning is a deployment tool, and Agentless Management refers to out-of-band monitoring without a host agent.
NEW QUESTION # 32
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?
- A. Creating a ClusterIssuer object in HPE AI Essentials cert-manager namespace
- B. Creating an authorization policy in HPE AI Essentials cert-manager namespace
- C. Creating an ingress gateway in HPE AI Essentials istio-system namespace
- D. Creating a secret in HPE AI Essentials istio-system namespace that includes a certificate, private key, and CA certificate
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 # 33
A customer wants to manage the full lifecycle of their HPE ProLiant Gen11 servers - including firmware updates, monitoring, and remote console access - from a single cloud-based console without deploying an on-premises management appliance. Which HPE solution should the integrator recommend?
- A. HPE Insight Remote Support
- B. HPE SIM (Systems Insight Manager)
- C. HPE Compute Ops Management
- D. HPE OneView
Answer: C
NEW QUESTION # 34
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