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HP HPE7-S01 Exam Syllabus Topics:

HP Advanced HPE Compute Architect Solutions Written Sample Questions:

1. 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) Replicate the built-in Airflow framework to the namespace of each user with an existing GitHub repo.
B) Set up one Github repo, to which they will refer the Airflow framework, with the existing GitHub repos added as submodules.
C) Create a recurring Spark pipeline to copy the DAGs from each GitHub to the Shared Data Volume from which Airflow pulls the DAGs.
D) Configure the Airflow framework to reference each existing GitHub repo using individual secrets for the credentials.

2. A customer asks about the options HPE Private Cloud AI includes out of the box for hyperparameter optimization (HPO) during fine-tuning.
What is one thing that you should explain?

A) Administrators must expose the built-in Kuberay head service port 10001 externally in order to support Ray Tune.
B) Users can apply HPO to any training code by uploading the code to the MLflow UI accessible from HPE AI Essentials out of the box.
C) Administrators must install a Livy server with which users can run interactive HPO sessions.
D) Users can run Katib experiments using the built-in Kubeflow framework, which includes several predefined trial templates.

3. A customer wants to use the Spark framework included in HPE Private Cloud AI to ingress and process data stored in an external MinIO object store. The customer wants to avoid distributing the store's access and secret keys to AI Users.
What should you advise AI administrators to do?

A) Create a custom spark image that is pre-integrated with the MinIO object store.
B) Replicate the data from the MinIO object store to a NAS store compatible with the HPE AI Essentials Data Volumes format.
C) Set up an HPE AI Essentials data source to the MinIO object store.
D) Integrate the MinIO object store with the SSO and authorization framework provided by HPE Private Cloud AI's Keycloak.

4. A customer's automation team wants to programmatically retrieve hardware inventory and change BIOS settings on ProLiant servers using a modern, schema-based interface.
What should you recommend?

A) IPMI over LAN version 2.0
B) WBEM providers with the Agentless Management Service
C) SNMP v3 with HPE MIBs
D) The iLO RESTful API (Redfish)

5. A customer wants a mirrored, hardware-protected boot volume that consumes no drive bays and is isolated from the data drives.
Which option should you recommend?

A) A single internal USB boot device with a backup image
B) Software RAID with the Intel VROC key
C) Two SFF SATA SSDs configured as RAID 1 on the MR controller
D) HPE NS204i-u NVMe Hot Plug Boot Optimized Storage Device

Solutions: