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Advanced HPE Compute Architect Solutions Practice Questions

Advanced HPE Compute Architect Solutions Written Exam

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Question 1

A customer is building a chatbot that incorporates an LLM. The customer wants to prevent the chatbot from responding to or generating toxic content. What should you recommend to the customer?

Use NVIDIA Evaluator to check the LLM's F1 score.
Use NVIDIA NeMo Guardrails input and output rails.
Use NVIDIA Evaluator exact match checks.
Use NVIDIA NeMo Guardrails execution rails.

Select an answer above, then submit your vote. Reading or practicing does not cast a vote.

Question 2

You are proposing HPE Slingshot as the interconnect for an HPC cluster with HPE Cray XD670 systems. Which statement correctly describes a consideration for the HPE Cray systems' NICs?

The systems can only connect to HPE Slingshot with HPE Slingshot NICs.
The systems can use qualified Ethernet NICs or HPE Slingshot NICs for increased offload capabilities.
The systems can use qualified Ethernet NICs or InfiniBand NICs to support lower latency.
The systems can use any InfiniBand NIC to connect.

Select an answer above, then submit your vote. Reading or practicing does not cast a vote.

Question 3

A customer is using NVIDIA NeMo Customizer and needs help choosing the training mode. What is one reason to recommend LoRA?

The customer wants to develop an AI application that includes multiple models.
The customer is willing to use more GPUs in exchange for maximizing the accuracy and performance of the model on their own data.
The customer is building their own model from the initial stages and needs to do so as quickly as possible.
The customer needs to fine-tune a pretrained model while minimizing the time and resources required.

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Question 4

How does NVIDIA Spectrum-X address congestion?

It allocates a dedicated buffer to each port to prevent traffic loss during congestion.
It prevents congestion proactively by using ECMP to distribute traffic across multiple links.
It uses flow metering based on information gathered from control packets to target congestion at the source.
It exclusively uses open standard technologies such as PFC and IP ECN to ensure compatibility for heterogeneous networks.

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Question 5

You are creating a proposal for HPE ProLiant DL servers to act as VMware ESXi hosts. How does a customer requirement to support Fault Tolerance (FT) affect your plan?

You must ensure that the servers' storage controllers are compatible with SMP-FT.
You must ensure that the servers' adapters are RoCEv2 capable.
You must ensure that the servers' processors are compatible with SMP-FT.
You must ensure that the servers have sufficient memory to reserve 20% for FT.

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Question 6

What is one advantage of the secure enclave in HPE iLO 7?

Hardware-based vault for encryption key storage
Malware detection based on an extensive cloud-based signature database
Integration with third-party distributed, stateful firewalls
Multiple channels to the server processor to support real-time security reports

Select an answer above, then submit your vote. Reading or practicing does not cast a vote.

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