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| Section | Weight | Objectives |
|---|
| Customer Success and Solution Optimization | 10% | - Solution demonstration and value justification - Troubleshooting and continuous improvement
|
| Integration with Data Center Infrastructure | 20% | - Security, compliance and data protection - HPE OneView management and automation - Networking and storage integration
|
| HPE Compute Architecture and Technologies | 25% | - HPE ProLiant, Apollo and Superdome Flex platforms - Virtualization and container integration - Compute component selection: processors, memory, storage, accelerators
|
| Implementation and Lifecycle Management | 15% | - Deployment planning and validation - Upgrade, maintenance and monitoring
|
| Solution Design for Enterprise Workloads | 30% | - Design for AI, HPC and mission-critical workloads - Scalability, availability and performance optimization - Requirements analysis and environment assessment
|
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HP Advanced HPE Compute Architect Solutions Written Exam Sample Questions (Q44-Q49):
NEW QUESTION # 44
How does NVIDIA Spectrum-X address congestion?
- A. It uses flow metering based on information gathered from control packets to target congestion at the source.
- B. It allocates a dedicated buffer to each port to prevent traffic loss during congestion.
- C. It prevents congestion proactively by using ECMP to distribute traffic across multiple links.
- D. It exclusively uses open standard technologies such as PFC and IP ECN to ensure compatibility for heterogeneous networks.
Answer: A
Explanation:
NVIDIA Spectrum-X uses telemetry/control information with flow metering so senders can adjust traffic at the source before congestion causes packet loss. ECMP, PFC, and ECN alone do not describe Spectrum-X's differentiated congestion-control mechanism.
Reference: https://developer.nvidia.com/blog/optimize-large-scale-ai-workloads-with-nvidia- spectrum-x/
NEW QUESTION # 45
An HPE Private Cloud AI customer needs help planning how to use Airflow within that solution.
The customer currently has several GitHub repos in which different teams store their DAGs.
What should you advise AI administrators to do?
- A. Configure the Airflow framework to reference each existing GitHub repo using individual secrets for the credentials.
- B. Create a recurring Spark pipeline to copy the DAGs from each GitHub to the Shared Data Volume from which Airflow pulls the DAGs.
- C. Replicate the built-in Airflow framework to the namespace of each user with an existing GitHub repo.
- D. Set up one Github repo, to which they will refer the Airflow framework, with the existing GitHub repos added as submodules.
Answer: D
Explanation:
HPE AI Essentials Airflow is configured to pull DAGs from a specified Git repository, branch, and subdirectory. For multiple team DAG repositories, the practical approach is to point Airflow to one parent repo and include the other repos as Git submodules.
Reference:
https://support.hpe.com/hpesc/public/docDisplay?docId=a00aie111hen_us&docLocale=en_US&p age=Airflow%2Fairflow-dags-git-repos.html
NEW QUESTION # 46
An architect needs to apply a tested, mutually validated set of firmware and drivers to a ProLiant Gen11 fleet.
What should the architect use?
- A. Individual component packages downloaded from the HPE Support Center
- B. HPE Service Pack for ProLiant (SPP) applied with Smart Update Manager (SUM)
- C. HPE Intelligent Provisioning firmware update wizard
- D. Redfish firmware inventory export
Answer: B
Explanation:
The SPP is a validated bundle of firmware, drivers, and system software tested together for a given server generation. SUM is the deployment engine that analyzes the target and installs only applicable components in the correct order.
NEW QUESTION # 47
A customer is building a chatbot that incorporates an LLM. The customer wants to prevent the chatbot from responding to or generating toxic content.
What should you recommend to the customer?
- A. Use NVIDIA NeMo Guardrails execution rails.
- B. Use NVIDIA Evaluator exact match checks.
- C. Use NVIDIA Evaluator to check the LLM's F1 score.
- D. Use NVIDIA NeMo Guardrails input and output rails.
Answer: D
Explanation:
Input rails check and block toxic or unsafe user prompts before they reach the LLM, while output rails evaluate the model's generated response before it is returned to the user. NVIDIA documents toxicity detection as usable on both input and output rails.
Reference: https://docs.nvidia.com/nemo/guardrails/about-nemo-guardrails-library/rail-types
NEW QUESTION # 48
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 10
- B. RAID 6
- C. RAID 5
- D. RAID 50
Answer: A
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 # 49
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