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HP HPE7-S02 Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Troubleshooting HPE Private Cloud AI | 10% | - Issue diagnosis and resolution - Performance tuning and optimization |
| Topic 2: High Performance Computing (HPC) Design and Management | 10% | - Architecture and scaling - Management and monitoring |
| Topic 3: HPE AI Essentials: Data Analytics and Data Science | 15% | - Data pipelines and processing - Analytics and machine learning tools |
| Topic 4: HPE ProLiant Gen12 for AI | 20% | - Server architecture and components - GPU integration and configuration - AI-optimized compute design |
| Topic 5: Solution Optimization and Security | 5% | - Efficiency and resilience - Security best practices |
| Topic 6: Integration with Third-Party Platforms | 15% | - Red Hat OpenShift and Kubernetes integration - VMware integration |
| Topic 7: AI Workshops and HPE AI Essentials Platform | 15% | - Platform capabilities and deployment - Customer engagement and assessment |
| Topic 8: NVIDIA AI Enterprise and Model Serving | 10% | - Software deployment and management - Model serving architecture and optimization |
HP Advanced HPE Compute Integrator Solutions Written Sample Questions:
1. Which correctly describes an aspect of the AI software stack for HPE Cray XD systems?
A) The systems use HPE GreenLake cloud for multi-systems management.
B) The systems use a combined firmware and OS, developed by HPE.
C) The systems use RedFish-based firmware and a Linux OS.
D) The systems use HPE Performance Manager Cluster for the AI development environment.
2. Which HPE ProLiant Gen11 memory feature helps maintain uptime by isolating a failing DIMM rank without requiring a server reboot?
A) Lockstep Mode
B) Memory Mirroring
C) Advanced Memory Error Detection
D) Post Package Repair (PPR)
3. What is one innovation in NVIDIA Blackwell GPUs?
A) High-speed GPU-to-GPU connections over PCIe lanes
B) An expanded L4 memory cache
C) A 2nd generation Transformation Engine with support for more precisions
D) Support for mixed 4th Generation Tensor Cores and 4th Generation RT Cores
4. 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) Restart the pod that generated the alert
C) Configure alert forwarding rules
D) View logs from the pod associated with the alert
5. 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?
A) Katib
B) NeMo Curator
C) MLflow
D) NeMo Customizer
Solutions:
| Question # 1 Answer: C | Question # 2 Answer: D | Question # 3 Answer: C | Question # 4 Answer: D | Question # 5 Answer: B |
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