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| Section | Objectives |
|---|
| Topic 1: Design and Implement HPE Private Cloud AI Solutions | - HPE Private Cloud AI Architecture
- 1. Networking Components
- 2. Compute Components
- 3. Storage Components
- 4. Reference Architectures
- AI Infrastructure Integration
- 1. NVIDIA GPU Integration
- 2. AI Enterprise Software Stack
- 3. AI Workload Requirements
|
| Topic 2: Kubernetes and MLOps Platforms | - Kubernetes Infrastructure
- 1. Cluster Deployment
- 2. Persistent Storage
- 3. Namespace and Resource Management
- AI and MLOps Services
- 1. JupyterLab Workspaces
- 2. MLflow
- 3. Kubeflow
- 4. Ray (KubeRay)
- 5. Spark Operator
|
| Topic 3: Operations, Security, and Troubleshooting | - Monitoring and Management
- 1. Resource Monitoring
- 2. HPE AI Essentials
- 3. OpsRamp
- Performance Optimization and Troubleshooting
- 1. Compute Performance Optimization
- 2. AI Workload Troubleshooting
- 3. vSphere Performance Analysis
- Identity and Access Management
- 1. Platform Identities
- 2. Keycloak
- 3. Single Sign-On
|
| Topic 4: HPC and High-Performance Infrastructure | - HPC Storage and Management
- 1. HPE Performance Cluster Manager
- 2. Large-Scale Provisioning
- 3. HPE Cray Storage C500
- HPC Networking
- 1. Slingshot Fabric Manager
- 2. HPE Slingshot Interconnect
- 3. Low-Latency Network Design
|
| Topic 5: Compute and Virtualization Solutions | - HPE Compute Platforms
- 1. HPE OneView Integration
- 2. HPE ProLiant Servers
- 3. HPE Cray Systems
- VMware and vSphere Integration
- 1. Container Storage Interface (CSI)
- 2. vSAN Design and Policies
- 3. vSphere Deployment
|
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HP Advanced HPE Compute Integrator Solutions Written Exam Sample Questions (Q21-Q26):
NEW QUESTION # 21
Which HPE ProLiant Gen11 memory feature helps maintain uptime by isolating a failing DIMM rank without requiring a server reboot?
- A. Advanced Memory Error Detection
- B. Post Package Repair (PPR)
- C. Lockstep Mode
- D. Memory Mirroring
Answer: B
Explanation:
Post Package Repair allows a failing memory location to be repaired at runtime (soft PPR) or at boot (hard PPR) without replacing the DIMM, improving uptime. Memory Mirroring and Lockstep provide redundancy but at a higher resource cost, and Advanced Memory Error Detection is a general monitoring capability, not an isolation/repair mechanism.
NEW QUESTION # 22
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. A custom image stored in the customer's choice of registry
- D. An image stored in the HPE Private Cloud AI registry
Answer: D
Explanation:
References/topics: Advanced HPE Compute Solutions, Rev. 26.21, Module 5 "Serving NIMs with HPE Machine Learning Inference Software"; HPE AI Essentials/MLIS registry documentation and release-history notes.
NEW QUESTION # 23
What is one way that NVIDIA Spectrum-X meets the needs for AI networks?
- A. It uses ECMP to provide fine-grained load balancing and to saturate redundant links.
- B. It uses dedicated per-port buffers to ensure losslessness for RDMA traffic.
- C. It uses targeted Flow Metering to manage congestion for bursty AI traffic.
- D. It replaces IP ECN with PFC to provide more sophisticated congestion control for large AI flows.
Answer: C
Explanation:
NVIDIA Spectrum-X uses telemetry-based congestion control with high-frequency telemetry probes and flow metering to protect AI workloads and maintain predictable performance. It improves on traditional ECMP with adaptive routing.
NEW QUESTION # 24
An integrator is designing a solution for a customer that requires composable infrastructure with fluid pools of compute, storage, and fabric resources that can be reconfigured via software templates. Which HPE platform best fits this requirement?
- A. HPE Synergy
- B. HPE Apollo 2000
- C. HPE Edgeline EL8000
- D. HPE ProLiant DL380
Answer: A
Explanation:
HPE Synergy is purpose-built for composable infrastructure, using a software-defined intelligent frame and Synergy Composer to compose logical servers, storage, and fabric from shared resource pools. ProLiant DL and Apollo are rack-optimized/dense compute platforms, and Edgeline targets edge/telco deployments.
NEW QUESTION # 25
HPE Private Cloud AI Users want to run interactive Spark applications from notebook servers running on HPE AI Essentials. What should you do?
- A. Configure the Spark Operator framework from HPE AI Essentials Tools & Frameworks; enable interactive access.
- B. Create a custom notebook image that supports magic spark commands.
- C. Make sure that Livy is installed from the HPE AI Essentials Administration settings for Tools & Frameworks.
- D. Ask users to select the image with "spark" in the name when they run a notebook server.
Answer: C
Explanation:
Interactive Spark sessions from notebooks use Livy; HPE AI Essentials Spark magic commands connect to the Livy server to start and manage Spark sessions. Spark Operator is for Spark Applications, not interactive notebook sessions.
NEW QUESTION # 26
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