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| Section | Weight | Objectives |
|---|---|---|
| Topic 1: NVIDIA AI Enterprise and Model Serving | 10% | - Model serving architecture and optimization - Software deployment and management |
| Topic 2: Integration with Third-Party Platforms | 15% | - VMware integration - Red Hat OpenShift and Kubernetes integration |
| Topic 3: Solution Optimization and Security | 5% | - Security best practices - Efficiency and resilience |
| Topic 4: HPE ProLiant Gen12 for AI | 20% | - AI-optimized compute design - GPU integration and configuration - Server architecture and components |
| Topic 5: HPE AI Essentials: Data Analytics and Data Science | 15% | - Data pipelines and processing - Analytics and machine learning tools |
| Topic 6: High Performance Computing (HPC) Design and Management | 10% | - Architecture and scaling - Management and monitoring |
| Topic 7: AI Workshops and HPE AI Essentials Platform | 15% | - Platform capabilities and deployment - Customer engagement and assessment |
| Topic 8: Troubleshooting HPE Private Cloud AI | 10% | - Issue diagnosis and resolution - Performance tuning and optimization |
1. An HPE Private Cloud AI customer wants to implement access controls on Airflow DAGs such that only HPE Private Cloud AI Administrators can trigger the DAGs.
What should you recommend?
A) Within the Airflow UI, go to the Security > List Roles page and assign the "trigger" permission to the Admin role.
B) Configure the Airflow framework and change the value for the access_control line to "Admin."
C) From within the HPE GreenLake cloud User management page, assign the Airflow Admin role to HPE Private Cloud AI Administrators.
D) Add an access control line to the DAG code that permits "Admin" the "can_edit" privilege.
2. 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?
A) Replacing the NICs with InfiniBand NDR NICs
B) Installing an LNet router between the servers and HPE Slingshot switches
C) Checking whether the NICs are qualified for connecting to the HPE Slingshot switch
D) Replacing the NICs with HPE Slingshot NICs
3. What is one action that an HPE Private Cloud AI Administrator can perform from the Alerts view in HPE AI Essentials?
A) Correlate the alert with other alerts from the HPE GreenLake cloud workspace
B) Configure alert forwarding rules
C) Restart the pod that generated the alert
D) View logs from the pod associated with the alert
4. What is one way that NVIDIA Spectrum-X meets the needs for AI networks?
A) It uses targeted Flow Metering to manage congestion for bursty AI traffic.
B) It replaces IP ECN with PFC to provide more sophisticated congestion control for large AI flows.
C) It uses dedicated per-port buffers to ensure losslessness for RDMA traffic.
D) It uses ECMP to provide fine-grained load balancing and to saturate redundant links.
5. You are planning to demonstrate how you can use KServe to run NIMs on HPE Private Cloud AI. You have downloaded the CodeLlama-70B-Instruct model to a volume in your namespace named demo-model.
The objects that you are planning to deploy are shown below:
What change should you make to the objects?
A) Add this line to the ServingRuntime under spec: storageUri: pvc://demo-model
B) Add this line to the InferenceService under spec.predictor.model: storageUri: pvc://demo-model
C) In the InferenceService, change spec.predictor.model.modelFormat.name to: pvc://demo-model
/codellama-70b-instruct
D) In the ServingRuntime, change the NIM_CACHE_PATH environment variable value to "/mnt/demo- model"
Solutions:
| Question # 1 Answer: D | Question # 2 Answer: C | Question # 3 Answer: D | Question # 4 Answer: A | Question # 5 Answer: B |
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