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HP HPE7-S01 Exam Syllabus Topics:

HP Advanced HPE Compute Architect Solutions Written Sample Questions:

1. Company TXXX is working on autonomous vehicle simulation and needs a system optimized for high-throughput training of generative AI models. The customer already uses HPE iLO to manage other servers and would like to continue with that option.
Which HPE server model aligns with these goals?

A) HPE ProLiant Compute XD685
B) HPE Cray XD2000
C) HPE ProLiant DL580 Gen12
D) HPE Cray XD670

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 customer plans to use Ray with HPE Private Cloud AI and wants to know more about the framework's integration with the solution's GPUs.
What should you explain?

A) The solution's default Kuberay cluster does not support GPU workers, but the customer can deploy an additional Kuberay cluster that does.
B) The solution's Kuberay cluster supports GPUs by default and can autoscale up to the maximum number of GPUs in the solution.
C) The solution's Kuberay cluster supports GPUs by default and can autoscale up to the maximum number of GPUs on a single AI-optimized node.
D) The solution's Kuberay cluster has a GPU worker, and AI administrators can define the number of GPUs for that worker.

4. 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) iLO Advanced Premium Security Edition
D) Self-encrypting drives with a local key manager

5. A customer plans to implement machine learning models but has limited visibility into where business data is generated and how it is managed across departments.
During the readiness assessment, which step will best support an accurate evaluation of their AI deployment potential?

A) Recommend bypassing initial workshops to begin with a small AI pilot on anonymized data.
B) Focus the session on reviewing backup retention schedules and recovery point objectives.
C) Identify data sources, formats, ownership, and movement patterns across the organization.
D) Begin by installing a standard data lake connector and mapping legacy tables to object storage.

Solutions: