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| Section | Objectives |
|---|
| Security and Lifecycle Management | - Firmware, patching, and lifecycle management - Secure compute architecture principles
|
| HPE Compute Architecture Design | - Compute infrastructure planning and sizing - Workload analysis and requirements mapping
|
| Operations and Troubleshooting | - Monitoring and performance optimization - Incident resolution and capacity planning
|
| Solution Design and Integration | - High availability and scalability design - Storage and networking integration considerations
|
| HPE Compute Solutions Portfolio | - HPE GreenLake compute offerings - HPE Synergy and composable infrastructure - HPE ProLiant server solutions
|
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HP Advanced HPE Compute Architect Solutions Written Exam Sample Questions (Q57-Q62):
NEW QUESTION # 57
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 # 58
Which HPE Private Cloud AI configuration is designed for early development and prototyping use cases?
- A. Developer System
- B. Large
- C. Small
- D. Medium
Answer: A
Explanation:
The HPE Private Cloud AI Developer System is the entry configuration intended for early development, experimentation, and prototyping before moving to small, medium, or large production-oriented configurations.
NEW QUESTION # 59
A customer runs a transactional database with a write-intensive I/O profile on twelve SAS SSDs attached to an HPE MR controller and requires fault tolerance with minimal write penalty.
Which RAID level should you recommend?
- A. RAID 5
- B. RAID 6
- C. RAID 10
- D. RAID 50
Answer: C
Explanation:
RAID 10 mirrors and stripes, incurring a write penalty of 2 compared with 4 for RAID 5 and 6 for RAID 6. For write-heavy transactional workloads where usable capacity is secondary to write performance, RAID 10 is the appropriate choice.
NEW QUESTION # 60
A customer must encrypt OS volumes using BitLocker with hardware-backed key protection on new ProLiant Gen11 servers.
What must be present?
- A. A TPM 2.0 module enabled in UEFI mode
- B. A Smart Array controller with a Secure Encryption license
- C. Self-encrypting drives with a local key manager
- D. iLO Advanced Premium Security Edition
Answer: A
Explanation:
BitLocker uses TPM 2.0 to seal the volume encryption key to platform measurements. Controller- based Secure Encryption and SEDs protect data at rest at the drive level but do not provide the TPM key protector BitLocker requires.
NEW QUESTION # 61
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 most important factor for an AI training interconnect is the network's total bandwidth. HPE Slingshot uses a high bandwidth, non-blocking topology.
- B. 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.
- C. 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.
- D. The performance for AI training mostly depends on the average latency delivered by the network, which HPE Slingshot reduces using ECMP routing.
Answer: D
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 # 62
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