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| Certification Vendor: | Hewlett Packard Enterprise (HPE) |
| Exam Name: | HPE Private Cloud AI Solutions |
| Exam Number: | HPE2-B08 |
| Real Exam Qty: | 40 |
| Passing Score: | 70% |
| Exam Duration: | 90 minutes |
| Certificate Validity Period: | 3 years |
| Exam Format: | Multiple Choice, Simulations |
| Available Languages: | English, Japanese |
| Exam Price: | $140 USD (developed regions), $75 USD (emerging regions) |
| Related Certifications: | HPE Hybrid Cloud Solutions HPE AI and Machine Learning Solutions |
| Recommended Training: | HPE Solution Certified Study Guide HPE Private Cloud AI Training Course |
| Exam Registration: | Pearson VUE Registration |
| Sample Questions: | HP HPE2-B08 Sample Questions |
| Exam Way: | Online proctored or onsite at Pearson VUE test centers |
| Pre Condition: | No mandatory prerequisites; recommended experience with HPE cloud infrastructure and AI technologies |
| Official Syllabus URL: | https://www.hpe.com/us/en/certification/exams/hpe2-b08.html |
| Section | Weight | Objectives |
|---|---|---|
| Software Components of HPE Private Cloud AI with NVIDIA | 20% | - Benefits of HPE and NVIDIA software stack - Software functions supporting AI operations |
| Fundamental AI Concepts | 28% | - Impact of AI on industries and infrastructure requirements - General AI concepts, applications and workloads |
| Solution Sizing and Configuration | 17% | - Differences between configuration sizes and options - Using HPE Intelligent Configurator for sizing - Building configurations via One Config Advanced (OCA) |
| Customer Assessment and Solution Positioning | 15% | - Assess AI maturity, workload characteristics and use cases - Position appropriate HPE AI solutions |
| Infrastructure Components of HPE Private Cloud AI with NVIDIA | 20% | - Benefits of HPE and NVIDIA integrated infrastructure - Infrastructure capabilities for AI workload requirements |
1. An architect has used the HPE Intelligent Configurator and determined that a "Medium - Standard" configuration is required.
When creating the final quote in One Config Advanced (OCA), what is the mandatory prerequisite that the customer is responsible for providing for the solution to be valid?
A) A valid, bring-your-own-license (BYOL) for VMware vSphere Foundation (VVF) or VMware Cloud Foundation (VCF).
B) A rack elevation diagram for the data center.
C) A list of all end-users who will access the system.
D) A subscription to the NVIDIA NGC catalog for downloading AI models.
2. During a discovery call, a customer from a telecommunications company explains their primary goal:
"We need to analyze network traffic patterns in real-time to detect anomalies that could indicate a security threat or a network outage." Which key use case for HPE Private Cloud AI does this represent?
A) Document Chat
B) Code Generation
C) AI Recommender System
D) AI Cybersecurity
3. An architect is evaluating the high operational costs associated with their company's internal AI platform. The primary workload involves fine-tuning a 70-billion parameter LLM for various departmental tasks. The team reports that the GPU cluster utilization is low, and jobs often fail, requiring manual restarts.
They are reviewing the platform's configuration:
```
- Model: Llama 2 70B
- Task: Supervised Fine-Tuning
- Cluster Size: 16x nodes, each with 4x NVIDIA A100 GPUs
- Scheduling: Manual job submission via SSH scripts
- Data Management: Datasets manually copied to local storage on each node
- Collaboration: Code and models shared via a central Git repository
```
Which NVIDIA AI Enterprise component is specifically designed to address the challenges of low GPU utilization and manual job management in a multi-node training environment like this?
A) NVIDIA NIM (NVIDIA Inference Microservices)
B) NVIDIA Triton Inference Server
C) HPE Machine Learning Development Environment
D) NVIDIA RAPIDS
4. An architect is designing an AI solution for a financial services company that needs to build a chatbot.
The chatbot must answer customer queries using the company's latest internal policy documents, which are updated daily. The company has a limited budget and no data scientists available for a lengthy model retraining project.
Which approach should the architect recommend?
A) Use a pre-trained model and implement a Retrieval-Augmented Generation (RAG) framework.
B) Fine-tune a pre-trained model daily by retraining it on the entire set of policy documents.
C) Use a pre-trained computer vision model to extract text from the policy documents.
D) Train a new LLM from scratch using only the company's policy documents to ensure data privacy.
5. A customer needs a solution for AI inferencing at the edge for a computer vision application. They have determined a Small configuration of HPE Private Cloud AI is sufficient. The solution also requires several value-added services, including an AI transformation workshop and a data design service.
How should an architect attach these services in One Config Advanced (OCA)?
A) The architect must open a support ticket with HPE to have the services added to the quote.
B) The services must be quoted separately from the hardware and software configuration.
C) The services can be selected and added to the configuration as optional line items within OCA.
D) The services are automatically included in the Smart Template and require no action.
Solutions:
| Question # 1 Answer: A | Question # 2 Answer: D | Question # 3 Answer: C | Question # 4 Answer: A | Question # 5 Answer: C |
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