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| Section | Objectives |
|---|---|
| Topic 1: Troubleshooting and Support | - Performance monitoring and diagnostics - Hardware and firmware troubleshooting |
| Topic 2: Storage and Networking Integration | - SAN and direct-attached storage integration - Networking configuration and connectivity options |
| Topic 3: Solution Design and Implementation | - Workload sizing and architecture planning - High availability and redundancy design |
| Topic 4: Server Deployment and Configuration | - Firmware and system configuration tools (iLO, SPP) - Initial setup and provisioning |
| Topic 5: HPE Compute Architecture and Solutions | - HPE ProLiant server families overview - Compute solution positioning and use cases |
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NEW QUESTION # 60
What option does HPE Private Cloud AI provide for organizations who want to retain Prometheus metrics over the long term?
Answer: A
Explanation:
D is correct. HPE Private Cloud AI can export observability data through an OpenTelemetry (OTel) endpoint.
HPE AI Essentials retains Prometheus metrics for a defined local retention period, but organizations that require longer retention can register an OTel endpoint and send the telemetry to an external observability or storage platform with the retention policy they require. This decouples operational history from the local Prometheus retention window.
Option A does not describe the supported long-term metrics export mechanism. Option B would merely add another visualization component and would not solve durable metric retention; Grafana reads metrics but is not itself the long-term time-series store. Option C concerns alert output, which is a subset of operational events and cannot substitute for retained Prometheus time-series data.
This design is operationally important for capacity analysis, incident review, compliance evidence, and trend detection. The platform remains responsible for producing metrics, while the external OTel destination provides enterprise-scale storage and analytics.
References/topics: Advanced HPE Compute Solutions, Rev. 26.21, Modules 3 and 7, monitoring and troubleshooting; HPE AI Essentials Software documentation, "Configuring Endpoints," which describes OTel export for long-term metric storage.
NEW QUESTION # 61
HPE Private Cloud AI Users want to run interactive Spark applications from notebook servers running on HPE AI Essentials. What should you do?
Answer: A
Explanation:
Interactive Spark sessions from notebooks use Livy; HPE AI Essentials Spark magic commands connect to the Livy server to start and manage Spark sessions. Spark Operator is for Spark Applications, not interactive notebook sessions.
NEW QUESTION # 62
A hospital wants to fine-tune an LLM on their own dataset. However, the data needs to have sensitive information redacted. Duplicate records also need to be cleaned up. What can help the customer use to achieve this goal?
Answer: C
Explanation:
NeMo Curator is used to prepare datasets for LLM training and fine-tuning, including data cleaning, filtering, sensitive data redaction, and deduplication. MLflow tracks experiments, NeMo Customizer fine-tunes models, and Katib handles hyperparameter tuning.
NEW QUESTION # 63
At the request of an HPE Private Cloud AI customer, you have added an AWS S3 object store to HPE AI Essentials. Several AI Users should be able to access that source when running notebooks and Spark Applications. Other users should have no access. What should you do?
Answer: B
Explanation:
HPE AI Essentials manages user access to data sources through the Identity & Access Management page; for object stores, the admin grants privileges under the Object Store Data tab.
This allows only selected AI Users to access the S3 source.
NEW QUESTION # 64
You need to connect several existing HPE Cray XD servers to a new HPE Slingshot network featuring HPE Slingshot ToR switches. The servers have existing 200 Gbps Ethernet NICs. What is required?
Answer: D
Explanation:
HPE Slingshot can work with select qualified 100/200 GbE Ethernet adapters, not only HPE Slingshot NICs. Therefore, the existing 200 GbE NICs do not automatically need replacement, but they must be verified as qualified for the Slingshot ToR switch.
NEW QUESTION # 65
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