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| Section | Weight | Objectives |
|---|
| Demonstrate AI Solutions | 10% | - AI solution demonstration
- 1. Customer use cases
- 2. Business value presentation
- 3. Solution positioning
|
| Explain HPE Compute AI and HPC Solution Components and Architecture | 38% | - AI and HPC architectures
- 1. NVIDIA integration
- 2. GPU-accelerated computing
- 3. High-performance workload platforms
- Management and automation
- 1. HPE GreenLake
- 2. HPE OneView
- 3. Lifecycle management
- HPE Compute portfolio
- 1. HPE ProLiant servers
- 2. HPE Synergy
- 3. HPE Cray systems
|
| 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. Scalability and resiliency design
- 2. Hybrid cloud architectures
- 3. Compute, storage, and networking integration
|
| Manage Implementation and Startup of HPE AI and HPC Solutions | 2% | - Deployment and validation
- 1. Operational readiness
- 2. Implementation planning
- 3. Configuration verification
|
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HP Advanced HPE Compute Architect Solutions Written Exam Sample Questions (Q48-Q53):
NEW QUESTION # 48
You are configuring a proposal for HPE ProLiant servers to act as vSAN nodes in a new ESA cluster.
What is one piece of information needed to determine the nodes' drive capacity requirements?
- A. The nodes' iSCSI capabilities
- B. The number of node failures to tolerate
- C. The desired ratio of cache versus capacity drives
- D. The RAID modes supported by the nodes' storage controllers
Answer: B
Explanation:
vSAN ESA capacity sizing depends on the storage policy, especially Failures to Tolerate (FTT), because FTT determines the RAID/data placement overhead and therefore the required usable drive capacity.
Reference: https://blogs.vmware.com/cloud-foundation/2022/11/02/capacity-overheads-for-the- esa-in-vsan-8/
NEW QUESTION # 49
An organization is planning to run AI inferencing for customer service. The organization has strict environmental efficiency standards. They have facility water access at the rack.
Which server configuration should you recommend?
- A. HPE ProLiant DL380 Gen12 with high-performance heat sinks
- B. HPE ProLiant DL360 Gen12 with closed-loop liquid cooling
- C. HPE ProLiant DL380a Gen12 with 70% DLC
- D. HPE ProLiant DL580 Gen 12 with liquid-to-air rear-door cooling
Answer: C
Explanation:
The DL380a Gen12 is accelerator-optimized for AI inferencing, and 70% direct liquid cooling is the best fit when the customer has facility water at the rack and strict efficiency requirements. Air cooling, rear-door cooling, or closed-loop cooling would be less efficient for this scenario.
Reference: https://www.hpe.com/emea_europe/en/compute/hpe-proliant-compute/dl380a- gen12.html
NEW QUESTION # 50
What is the role of the Retriever Embedding NIM in an NVIDIA NeMo retriever pipeline?
- A. To receive ingested data and prepare it for storage in a RAG database
- B. To submit queries to a structured database
- C. To generate responses to queries submitted by users
- D. To determine which vectors retrieved from the RAG database best match a query
Answer: A
Explanation:
The Retriever Embedding NIM converts ingested text/documents into vector embeddings that can be stored in a vector/RAG database for later retrieval. Matching/ranking retrieved vectors is the role of a reranking/retriever component, not the embedding NIM.
NEW QUESTION # 51
A customer plans to implement machine learning models but has limited visibility into where business data is generated and how it is managed across departments.
During the readiness assessment, which step will best support an accurate evaluation of their AI deployment potential?
- A. Identify data sources, formats, ownership, and movement patterns across the organization.
- B. Recommend bypassing initial workshops to begin with a small AI pilot on anonymized data.
- C. Focus the session on reviewing backup retention schedules and recovery point objectives.
- D. Begin by installing a standard data lake connector and mapping legacy tables to object storage.
Answer: A
Explanation:
AI readiness depends on understanding where data comes from, who owns it, how it is formatted, and how it moves between systems. This establishes whether the organization can support accurate, secure, and scalable AI deployment.
NEW QUESTION # 52
A potential HPE Private Cloud AI customer has data stored in several locations. These include a Cassandra database, a Hive data warehouse, and a data lakehouse on S3 object storage.
Which correctly describes the HPE Private Cloud AI's ability to query data across these sources?
- A. It can run queries on each of these data sources, but it can only query one data source at a time.
- B. It can run queries across all three data sources.
- C. It can run queries on the data lakehouse but not on the Cassandra database and Hive data warehouse.
- D. It can run queries on the Cassandra database and the Hive data warehouse but not on the data lakehouse.
Answer: B
Explanation:
HPE AI Essentials uses EzPresto for federated queries across multiple data sources, and it supports querying configured sources such as Cassandra, Hive, and S3/lakehouse data sources through the Data Lakehouse Gateway.
Reference:
https://support.hpe.com/hpesc/public/docDisplay?docId=a00aie111hen_us&docLocale=en_US&p age=EzPresto%2Fezpresto.html
NEW QUESTION # 53
......
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