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| Section | Objectives |
|---|---|
| Solution Design and Implementation | - Workload sizing and architecture planning - High availability and redundancy design |
| HPE Compute Architecture and Solutions | - HPE ProLiant server families overview - Compute solution positioning and use cases |
| Server Deployment and Configuration | - Firmware and system configuration tools (iLO, SPP) - Initial setup and provisioning |
| Troubleshooting and Support | - Hardware and firmware troubleshooting - Performance monitoring and diagnostics |
| Storage and Networking Integration | - SAN and direct-attached storage integration - Networking configuration and connectivity options |
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NEW QUESTION # 21
What option does HPE Private Cloud AI provide for organizations who want to retain Prometheus metrics over the long term?
Answer: B
Explanation:
HPE Private Cloud AI can export observability data to an external OpenTelemetry endpoint, allowing organizations to retain Prometheus metrics long term outside the default in-cluster retention period.
NEW QUESTION # 22
You are demonstrating HPE AI Essentials to a customer. You want to show running a DAG (workflow).
Which framework or page should you access?
Answer: B
Explanation:
D is correct. Airflow is the HPE AI Essentials framework used to define, schedule, and execute directed acyclic graphs. A DAG expresses a workflow as tasks plus dependencies, so the Airflow interface is the appropriate place to demonstrate launching and monitoring a workflow. The UI exposes DAG state, task instances, execution history, schedules, and operational details that make the orchestration behavior visible during a customer demonstration.
NVIDIA AI Enterprise is the broader enterprise AI software suite and includes components such as NIM and NeMo, but it is not the HPE AI Essentials DAG scheduler. MLflow is used for experiment tracking and model lifecycle activities. Ray is a distributed computing framework used for scalable Python and AI workloads; it does not provide the Airflow DAG-management interface requested here.
A useful demonstration can show both control and observability: trigger a DAG, inspect task dependency order, observe task status, and review logs or retries. That makes the distinction between workflow orchestration and the underlying execution frameworks clear.
References/topics: Advanced HPE Compute Solutions, Rev. 26.21, Module 4 "Airflow" and the objective
"Demonstrate HPE AI Essentials"; HPE AI Essentials Software Airflow documentation.
NEW QUESTION # 23
A customer needs to deploy a NIM LLM with HPE Machine Learning Inference Software running on HPE Private Cloud AI (AI Essentials 1.6.1). What is one option for the image for serving the model?
Answer: B
Explanation:
For AI Essentials 1.6.1, NIM LLM serving images are handled as prepackaged/curated images in the HPE Private Cloud AI registry. Direct dynamic NGC delivery is associated with later AI Essentials releases, not 1.6.1.
NEW QUESTION # 24
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: B
Explanation:
B is correct. HPE Slingshot is Ethernet-based and can interoperate with selected standard Ethernet adapters, so existing 200 GbE NICs do not automatically have to be replaced. The key requirement is that the adapters be on the HPE-qualified support list for the Slingshot switches and intended configuration. Qualification confirms interoperability for link behavior, firmware, drivers, performance, and supported operating modes.
Option A is incorrect because HPE Slingshot is not an InfiniBand fabric and therefore does not require NDR InfiniBand adapters. Option C is too absolute; HPE Slingshot NICs are not the only possible edge adapters where supported Ethernet NICs are qualified. Option D confuses storage networking with host attachment.
LNet routers are used to bridge Lustre networking domains or provide routed access in certain HPC storage designs; they are not a general requirement for connecting 200 GbE server NICs to Slingshot top-of-rack switches.
The integrator's task is therefore to validate the exact adapter, firmware, cable/transceiver, and switch-port combination against HPE support documentation before deployment.
References/topics: Advanced HPE Compute Solutions, Rev. 26.21, Module 10 "HPE HPC networking solutions"; HPE Slingshot QuickSpecs and qualified Ethernet-adapter guidance.
NEW QUESTION # 25
What is one way that HPE minimizes costs for the HPE Private Cloud AI Developer System?
Answer: C
Explanation:
The Developer System is the lower-cost HPE Private Cloud AI configuration and includes integrated internal file/object storage, avoiding the need for a separate external storage system.
HPE lists the Developer System with 22 TB Internal File/Object storage.
NEW QUESTION # 26
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