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| Section | Weight | Objectives |
|---|
| Topic 1: Integration with Data Center Infrastructure | 20% | - Networking and storage integration - Security, compliance and data protection - HPE OneView management and automation
|
| Topic 2: Customer Success and Solution Optimization | 10% | - Solution demonstration and value justification - Troubleshooting and continuous improvement
|
| Topic 3: Solution Design for Enterprise Workloads | 30% | - Requirements analysis and environment assessment - Scalability, availability and performance optimization - Design for AI, HPC and mission-critical workloads
|
| Topic 4: Implementation and Lifecycle Management | 15% | - Deployment planning and validation - Upgrade, maintenance and monitoring
|
| Topic 5: HPE Compute Architecture and Technologies | 25% | - Virtualization and container integration - Compute component selection: processors, memory, storage, accelerators - HPE ProLiant, Apollo and Superdome Flex platforms
|
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HP Advanced HPE Compute Architect Solutions Written Exam Sample Questions (Q76-Q81):
NEW QUESTION # 76
What is one benefit of the NVIDIA AI Enterprise license provided in HPE Private Cloud AI?
- A. Entitlement to use NVIDIA components in blueprints for accelerating AI application development
- B. Autoscaling of models across one or more GPUs based on current demand
- C. NVIDIA Data Center GPU Manager (DCGM) available from HPE Private Cloud AI platform
- D. Drivers to permit executing training pipelines on GPUs outside of containers
Answer: A
Explanation:
The NVIDIA AI Enterprise license in HPE Private Cloud AI provides entitlement to NVIDIA enterprise AI software components used in AI workflows/blueprints, helping customers build and deploy AI applications faster.
Reference: https://docs.nvidia.com/ai-enterprise/software/latest/index.html
https://www.nvidia.com/en-us/data-center/products/ai-enterprise/
NEW QUESTION # 77
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. Set up one Github repo, to which they will refer the Airflow framework, with the existing GitHub repos added as submodules.
- 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. Configure the Airflow framework to reference each existing GitHub repo using individual secrets for the credentials.
Answer: A
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 # 78
Which statement correctly describes services for HPE ProLiant servers using direct liquid cooling (DLC)?
- A. HPE provides DLC consulting services and encourages partners to offer their own installation services.
- B. HPE Direct Liquid Cool Startup services are required for all racks of servers using DLC.
- C. HPE provides optional DLC installation services, which partners can supplement with their own.
- D. HPE Direct Liquid Cool Startup services must be included for the first rack of servers that a customer deploys in a data center, but not for additional racks.
Answer: C
Explanation:
HPE ProLiant DLC services are not mandatory for every rack or only the first rack. HPE positions installation/startup services as optional lifecycle service choices, and HPE Authorized Channel Partners can be involved in service delivery.
NEW QUESTION # 79
How does NVIDIA Spectrum-X address congestion?
- A. It allocates a dedicated buffer to each port to prevent traffic loss during congestion.
- B. It uses flow metering based on information gathered from control packets to target congestion at the source.
- 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: B
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 # 80
A customer is evaluating whether to run their AI proof of concept (PoC) in the cloud or on-prem.
They store sensitive data and require low-latency performance.
Which factor supports running the PoC in the data center?
- A. Desire to minimize staff training on container platforms
- B. Latency considerations for sensitive data stored locally
- C. Preference for short-term licensing agreements
- D. Need to procure the resources as quickly as possible
Answer: B
Explanation:
Keeping the PoC in the data center supports low-latency access to local sensitive data and can reduce data movement/compliance concerns compared with sending data to the cloud.
NEW QUESTION # 81
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