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HP HPE7-S02 Exam Syllabus Topics:

SectionObjectives
Topic 1: Design and Implement HPE Private Cloud AI Solutions- HPE Private Cloud AI Architecture
  • 1. Storage Components
  • 2. Networking Components
  • 3. Compute Components
  • 4. Reference Architectures
- AI Infrastructure Integration
  • 1. AI Enterprise Software Stack
  • 2. AI Workload Requirements
  • 3. NVIDIA GPU Integration
Topic 2: Kubernetes and MLOps Platforms- Kubernetes Infrastructure
  • 1. Persistent Storage
  • 2. Namespace and Resource Management
  • 3. Cluster Deployment
- AI and MLOps Services
  • 1. JupyterLab Workspaces
  • 2. Ray (KubeRay)
  • 3. Kubeflow
  • 4. Spark Operator
  • 5. MLflow
Topic 3: Operations, Security, and Troubleshooting- Identity and Access Management
  • 1. Platform Identities
  • 2. Single Sign-On
  • 3. Keycloak
- Monitoring and Management
  • 1. OpsRamp
  • 2. HPE AI Essentials
  • 3. Resource Monitoring
- Performance Optimization and Troubleshooting
  • 1. Compute Performance Optimization
  • 2. AI Workload Troubleshooting
  • 3. vSphere Performance Analysis
Topic 4: 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. Slingshot Fabric Manager
  • 2. Low-Latency Network Design
  • 3. HPE Slingshot Interconnect
Topic 5: Compute and Virtualization Solutions- VMware and vSphere Integration
  • 1. vSphere Deployment
  • 2. Container Storage Interface (CSI)
  • 3. vSAN Design and Policies
- HPE Compute Platforms
  • 1. HPE OneView Integration
  • 2. HPE Cray Systems
  • 3. HPE ProLiant Servers

HP Advanced HPE Compute Integrator Solutions Written Sample Questions:

1. An HPE Private Cloud AI Administrator has imported a custom framework. Users can click the framework's endpoint link and access the framework successfully. However, sometimes users will try to go to the framework's page and they get an error.
What is one thing to investigate?

A) Whether the framework's ezua.virtualService.endpoint value uses the correct domain name
B) Whether the framework's virtual service uses the correct service port number
C) Whether the users have been authorized to access the framework in the HPE GreenLake cloud User Management settings
D) Whether the correct redirect URL has been added for the framework to the Keycloak UA client


2. How do workloads running within HPE AI Essentials authenticate each other?

A) Using certificates issued by the Istio ingress gateway built into HPE AI Essentials
B) Using Kubernetes secrets auto-generated by Kyverno mutating admission controllers when workloads spin up
C) Using self-signed certificates generated when HPE installs the solution
D) Using SVIDs that an Istio proxy helps them obtain from a built-in SPIRE server


3. What option does HPE Private Cloud AI provide for organizations who want to retain Prometheus metrics over the long term?

A) Registering an OTel endpoint
B) Exporting alerts from the HPE AI Essentials UI
C) Installing Grafana on the pod running the HPE AI Essentials UI
D) Enabling metric collection on the HPE Private Cloud AI workspace from HPE GreenLake cloud


4. You need to connect several existing HPE Cray XD servers to a new HPE Slingshot network featuring HPE Slingshot ToR switches.
The servers have existing 200 Gbps Ethernet NICs.
What is required?

A) Installing an LNet router between the servers and HPE Slingshot switches
B) Replacing the NICs with HPE Slingshot NICs
C) Checking whether the NICs are qualified for connecting to the HPE Slingshot switch
D) Replacing the NICs with InfiniBand NDR NICs


5. A hospital wants to fine-tune an LLM on their own dataset. However, the data needs to have sensitive information redacted.
Duplicate records also need to be cleaned up.
What can the customer use to achieve this goal?

A) Katib
B) NeMo Customizer
C) MLflow
D) NeMo Curator


Solutions:

Question # 1
Answer: D
Question # 2
Answer: D
Question # 3
Answer: A
Question # 4
Answer: C
Question # 5
Answer: D

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