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HP HPE7-S01 Exam Syllabus Topics:

HP Advanced HPE Compute Architect Solutions Written Sample Questions:

Question 1

What is one benefit of NVIDIA NIM in the HPE Private Cloud AI architecture?

A. It provides optimized inferencing container images.
B. It provides NVLink bridges for accelerating distributed training.
C. It automates cleanup of idle workloads using GPUs.
D. It enables integration between open-source frameworks, such as Kubeflow, and HPE AI Essentials.

Question 2

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 Kuberay cluster has a GPU worker, and AI administrators can define the number of GPUs for that worker.
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 default Kuberay cluster does not support GPU workers, but the customer can deploy an additional Kuberay cluster that does.
D. 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.

Question 3

A customer needs to replace their ESXi servers, so you propose HPE ProLiant DL servers. The customer requires TPM attestation.
What should you recommend?

A. Using the OneView for vCenter plug-in to deploy the ESXi OS images to the servers
B. Using the servers' UEFI Secure Boot mode
C. Purchasing servers with the trusted supply chain option
D. Replacing the servers' default TPM certificates with a certificate signed by a private CA

Question 4

A potential HPE Private Cloud AI customer has data stored in several locations. These include a Cassandra database, a Hive data warehouse, and a data lakehouse on S3 object storage.
Which correctly describes the HPE Private Cloud AI's ability to query data across these sources?

A. It can run queries on the data lakehouse but not on the Cassandra database and Hive data warehouse.
B. It can run queries across all three data sources.
C. It can run queries on the Cassandra database and the Hive data warehouse but not on the data lakehouse.
D. It can run queries on each of these data sources, but it can only query one data source at a time.

Question 5

You are recommending HPE Slingshot as the interconnect for an HPC cluster that also runs AI training.
Which statement correctly describes this solution's benefits for this use case?

A. AI training requires low tail latency because computations cannot continue until all GPUs have exchanged weights. HPE Slingshot delivers that with adaptive routing and congestion control.
B. The most important factor for an AI training interconnect is the network's total bandwidth. HPE Slingshot uses a high bandwidth, non-blocking topology.
C. The performance for AI training mostly depends on the average latency delivered by the network, which HPE Slingshot reduces using ECMP routing.
D. AI training requires a convergence of InfiniBand and Ethernet technologies, which HPE Slingshot delivers by integrating these technologies in its top-of-rack (ToR) switches.

Solutions: