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| Section | Weight | Objectives |
|---|
| Topic 1: Design HPE Solutions for AI and HPC Workloads | 50% | - Infrastructure integration
- 1. Scalability and resiliency design
- 2. Compute, storage, and networking integration
- 3. Hybrid cloud architectures
- Solution architecture and design
- 1. Workload analysis
- 2. Capacity planning
- 3. Performance optimization
|
| Topic 2: Manage Implementation and Startup of HPE AI and HPC Solutions | 2% | - Deployment and validation
- 1. Implementation planning
- 2. Operational readiness
- 3. Configuration verification
|
| Topic 3: Demonstrate AI Solutions | 10% | - AI solution demonstration
- 1. Solution positioning
- 2. Business value presentation
- 3. Customer use cases
|
| Topic 4: Explain HPE Compute AI and HPC Solution Components and Architecture | 38% | - AI and HPC architectures
- 1. GPU-accelerated computing
- 2. High-performance workload platforms
- 3. NVIDIA integration
- Management and automation
- 1. HPE OneView
- 2. Lifecycle management
- 3. HPE GreenLake
- HPE Compute portfolio
- 1. HPE Cray systems
- 2. HPE Synergy
- 3. HPE ProLiant servers
|
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HP Advanced HPE Compute Architect Solutions Written Exam Sample Questions (Q20-Q25):
NEW QUESTION # 20
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 Cassandra database and the Hive data warehouse but not on the data lakehouse.
- D. It can run queries on the data lakehouse but not on the Cassandra database and Hive data warehouse.
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 # 21
What is one important security consideration for AI workloads?
- A. Using custom container images for AI inferencing and training
- B. Deploying Istio to clients to regulate access to LLMs
- C. Using a secure enclave processor to handle AI inferencing workloads
- D. Redacting personally identifiable information from training datasets
Answer: D
Explanation:
AI workloads can expose or memorize sensitive data, so removing or redacting PII from training/fine-tuning datasets is an important security and privacy control.
NEW QUESTION # 22
Which statement correctly describes how you select HPE servers to act as nodes in a VMware vSAN ESA cluster?
- A. You must select vSAN-compatible storage controllers from the Broadcom Compatibility Guide, but you make any choice for other hardware components.
- B. You must choose an appropriate HPE vSAN ReadyNode based on the Broadcom Compatibility Guide.
- C. You can select vSAN ReadyNode configurations from the Broadcom Compatibility Guide or build your own configurations based on VMware guidelines.
- D. You can build your own configuration based on VMware guidelines or select predefined HPE Smart Templates for vSAN.
Answer: B
Explanation:
For vSAN ESA, HPE directs customers to use certified vSAN ESA ReadyNode configurations listed in the Broadcom Compatibility Guide; BYO/custom configurations are associated with vSAN OSA, not ESA.
Reference: https://www.hpe.com/us/en/collaterals/collateral.a00067741enw.html
NEW QUESTION # 23
A government customer requires servers whose components are traceable and assembled under controlled conditions to reduce supply chain risk.
What should you recommend?
- A. ProLiant servers with the high-security iLO security state enabled
- B. Servers ordered with HPE Factory Express Level 4 integration
- C. HPE Trusted Supply Chain servers
- D. Standard ProLiant servers with TPM 2.0 modules installed
Answer: C
Explanation:
HPE Trusted Supply Chain servers are built in controlled facilities by vetted personnel, ship with security settings enabled and verified firmware, and provide component traceability. Factory Express provides custom integration but does not address supply chain provenance.
NEW QUESTION # 24
You are recommending HPE Slingshot as the interconnect for an HPC cluster that also runs AI training.
Which statement correctly describes this solution's benefits for this use case?
- A. The performance for AI training mostly depends on the average latency delivered by the network, which HPE Slingshot reduces using ECMP routing.
- B. The most important factor for an AI training interconnect is the network's total bandwidth. HPE Slingshot uses a high bandwidth, non-blocking topology.
- C. AI training requires a convergence of InfiniBand and Ethernet technologies, which HPE Slingshot delivers by integrating these technologies in its top-of-rack (ToR) switches.
- D. AI training requires low tail latency because computations cannot continue until all GPUs have exchanged weights. HPE Slingshot delivers that with adaptive routing and congestion control.
Answer: A
Explanation:
Distributed AI training is sensitive to tail latency during GPU synchronization. HPE Slingshot is designed for HPC/AI fabrics with adaptive routing and congestion control, helping reduce latency spikes and maintain performance at scale.
NEW QUESTION # 25
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