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| Section | Weight | Objectives |
|---|---|---|
| Solution Optimization and Security | 5% | - Efficiency and resilience - Security best practices |
| High Performance Computing (HPC) Design and Management | 10% | - Architecture and scaling - Management and monitoring |
| NVIDIA AI Enterprise and Model Serving | 10% | - Model serving architecture and optimization - Software deployment and management |
| HPE ProLiant Gen12 for AI | 20% | - AI-optimized compute design - GPU integration and configuration - Server architecture and components |
| Troubleshooting HPE Private Cloud AI | 10% | - Issue diagnosis and resolution - Performance tuning and optimization |
| Integration with Third-Party Platforms | 15% | - Red Hat OpenShift and Kubernetes integration - VMware integration |
| AI Workshops and HPE AI Essentials Platform | 15% | - Platform capabilities and deployment - Customer engagement and assessment |
| HPE AI Essentials: Data Analytics and Data Science | 15% | - Data pipelines and processing - Analytics and machine learning tools |
1. An HPE Private Cloud AI customer wants to prevent Airflow from consuming too many resources on the cluster.
What is one approach you can take to fulfill this request?
A) From the Airflow UI, reduce the number of slots assigned to the default pool.
B) From the Airflow UI, reduce the memory and CPU for executor pods.
C) Configure the Airflow framework to enable autoscaling.
D) Configure the Airflow framework values to adjust the resources assigned to the executor pods.
2. You are demonstrating HPE AI Essentials to a customer. You want to show running a DAG (workflow).
Which framework or page should you access?
A) MLflow
B) NVIDIA AI Enterprise
C) Ray
D) Airflow
3. 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?
A) A BentoML image provided by HPE Machine Learning Inference Software
B) An image available in the public NGC registry
C) An image stored in the HPE Private Cloud AI registry
D) A custom image stored in the customer's choice of registry
4. An HPE Private Cloud AI customer wants to replace the self-signed certificate that users see when they access HPE AI Essentials.
The customer wants to reduce maintenance efforts by having the solution auto-renew the certificate.
What is part of the implementation process?
A) Creating an authorization policy in HPE AI Essentials cert-manager namespace
B) Creating a ClusterIssuer object in HPE AI Essentials cert-manager namespace
C) Creating an ingress gateway in HPE AI Essentials istio-system namespace
D) Creating a secret in HPE AI Essentials istio-system namespace that includes a certificate, private key, and CA certificate
5. What is one benefit of HPE Slingshot for HPC workloads?
A) It uses InfiniBand NDR to reduce the average end-to-end latency for MPI communications.
B) It provides advanced congestion management based on DiffServ.
C) It uses bandwidth efficiently with packet-by-packet adaptive routing for MPI and Lustre.
D) It provides the end-to-end non-blocking architecture required for typical HPC applications.
Solutions:
| Question # 1 Answer: A | Question # 2 Answer: D | Question # 3 Answer: C | Question # 4 Answer: B | Question # 5 Answer: C |
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