HP Advanced HPE Compute Architect Solutions Written : HPE7-S01 exam

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HP HPE7-S01 Exam Syllabus Topics:

HP Advanced HPE Compute Architect Solutions Written Sample Questions:

1. 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) Users can run Katib experiments using the built-in Kubeflow framework, which includes several predefined trial templates.
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 expose the built-in Kuberay head service port 10001 externally in order to support Ray Tune.
D) Administrators must install a Livy server with which users can run interactive HPO sessions.

2. 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.

3. A healthcare AI research team has a software stack for AI-based image analysis and LLM-based diagnostics. However, the team needs hardware that better supports this use case.
Which hardware option fulfills these technical requirements?

A) HPE ProLiant DL384 Gen12 with NVIDIA GH200 NVL2
B) HPE Synergy 480 Gen12 with two 48-core processors
C) HPE ProLiant DL580 Gen12 with four 32-core processors
D) HPE ProLiant DL360 Gen12 with NVIDIA L4 GPUs and two 32-core processors

4. A customer reports lower-than-expected memory bandwidth on a two-socket ProLiant Gen11 server populated with 12 DIMMs per socket in an unbalanced pattern.
What should you recommend?

A) Populate DIMMs so that all memory channels per processor are equally populated
B) Set the memory operating speed manually to the maximum supported value
C) Enable Memory Interleaving in the UEFI workload profile
D) Replace RDIMMs with LRDIMMs of the same capacity

5. A customer needs to mount an ISO image remotely and use full graphical remote console with multiple simultaneous administrators on ProLiant Gen11 servers.
What is required?

A) An iLO Advanced license
B) iLO Standard, which is included with every ProLiant server
C) Intelligent Provisioning with the recovery media installed
D) HPE OneView Advanced with the server hardware type imported

Solutions: