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| Section | Weight | Objectives |
|---|
| Explain HPE Compute AI and HPC Solution Components and Architecture | 38% | - HPE Compute portfolio
- 1. HPE Synergy
- 2. HPE Cray systems
- 3. HPE ProLiant servers
- Management and automation
- 1. Lifecycle management
- 2. HPE GreenLake
- 3. HPE OneView
- AI and HPC architectures
- 1. NVIDIA integration
- 2. GPU-accelerated computing
- 3. High-performance workload platforms
|
| Demonstrate AI Solutions | 10% | - AI solution demonstration
- 1. Business value presentation
- 2. Solution positioning
- 3. Customer use cases
|
| Manage Implementation and Startup of HPE AI and HPC Solutions | 2% | - Deployment and validation
- 1. Configuration verification
- 2. Implementation planning
- 3. Operational readiness
|
| Design HPE Solutions for AI and HPC Workloads | 50% | - Solution architecture and design
- 1. Capacity planning
- 2. Performance optimization
- 3. Workload analysis
- Infrastructure integration
- 1. Hybrid cloud architectures
- 2. Compute, storage, and networking integration
- 3. Scalability and resiliency design
|
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HP Advanced HPE Compute Architect Solutions Written Exam Sample Questions (Q26-Q31):
NEW QUESTION # 26
A customer wants to understand more about how HPE AI Essentials secures communications between pods running on HPE AI Essentials.
Which correctly describes how these pods authenticate each other when establishing TLS communications?
- A. Using certificates signed by the built-in Istio gateway
- B. Using certificates issued by the HPE GreenLake identity provider
- C. Using SVIDs obtained from the built-in SPIRE server
- D. Using tokens obtained from the built-in Keycloak
Answer: C
Explanation:
HPE AI Essentials uses SPIRE/SPIFFE identities for workload authentication. Pods obtain SVIDs from the built-in SPIRE server, which are then used to establish authenticated TLS communication between workloads.
NEW QUESTION # 27
Which component, included in HPE Private Cloud AI, can customers use to automate a data pipeline, based on a series of Spark Applications?
- A. HPE Machine Learning Inference Software
- B. Airflow
- C. Ray
- D. MLflow
Answer: B
Explanation:
Airflow is used to orchestrate and automate data pipelines as DAGs, including workflows that run a series of Spark Applications. MLIS is for inference, Ray is for distributed compute, and MLflow is for experiment/model tracking.
NEW QUESTION # 28
You are discussing HPE Private Cloud AI with a customer. The customer states that they need an easier way to visualize their analyses of data across multiple types of databases, such as SQL Server and MongoDB.
What should you explain?
- A. The customer can add these databases as data sources in HPE AI Essentials. Users can then reference those sources in Knowledge Bases to run AI-based analytics and visualizations on them.
- B. The customer can add these databases as data sources in HPE AI Essentials and then use that platform's built in Superset and EzPresto frameworks to visualize the data.
- C. The customer can integrate databases as data volumes on HPE AI Essentials. The customer can then use Notebook servers included with HPE AI Essentials to browse and query the data.
- D. The customer can synchronize these databases with GreenLake for File Storage, which is included as part of the Private Cloud AI solution. The customer can then use AI built into that solution to enrich the data with metadata and analyze it.
Answer: B
Explanation:
HPE AI Essentials supports connecting external data sources such as MongoDB, and users can query them through EzPresto and visualize results with Superset dashboards/charts.
NEW QUESTION # 29
A customer's security policy requires that all management traffic use only approved cryptographic algorithms and that firmware downgrades be blocked on their ProLiant servers.
What should you recommend?
- A. Enable UEFI Secure Boot and set an administrator password
- B. Set the iLO security state to High Security or higher and enable the server configuration lock
- C. Disable the iLO dedicated network port and use the shared host port with VLAN tagging
- D. Configure iLO directory integration with Kerberos authentication
Answer: B
Explanation:
iLO security states such as High Security, FIPS, and CNSA restrict management interfaces to approved cipher suites and enforce authentication for all interfaces. The server configuration lock detects and blocks unauthorized hardware and firmware changes, including downgrades, and can halt the server if tampering is detected.
NEW QUESTION # 30
A customer has developed a custom NIM which they store in their NGC Private Registry. The customer would like to use that NIM in inferencing workloads running on HPE Private Cloud AI.
What should you recommend?
- A. Using Ray Serve with custom-built deployments based on the custom NIM image
- B. Finding and importing NVIDIA AI blueprint that supports the custom NIM
- C. Using MLIS with an NGC registry that points to the customer's private registry
- D. Downloading the custom NIM to individual users' models-pvc and manually creating KServe endpoints to deploy the NIM
Answer: C
Explanation:
HPE Private Cloud AI uses HPE MLIS to deploy NIM-based inference services, and MLIS supports configuring an NGC registry so it can pull NIMs from NVIDIA NGC/private registry sources. Manual KServe or Ray Serve deployment is unnecessary for this use case.
Reference:
https://support.hpe.com/hpesc/public/docDisplay?docId=a00aie111dhen_us&docLocale=en_US& page=pcai%2FCatalogs%2Fdeploy-NIM-using-s3.html
NEW QUESTION # 31
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