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| Section | Weight | Objectives |
|---|
| Customer Success and Solution Optimization | 10% | - Troubleshooting and continuous improvement - Solution demonstration and value justification
|
| Solution Design for Enterprise Workloads | 30% | - Requirements analysis and environment assessment - Scalability, availability and performance optimization - Design for AI, HPC and mission-critical workloads
|
| Integration with Data Center Infrastructure | 20% | - HPE OneView management and automation - Networking and storage integration - Security, compliance and data protection
|
| HPE Compute Architecture and Technologies | 25% | - HPE ProLiant, Apollo and Superdome Flex platforms - Virtualization and container integration - Compute component selection: processors, memory, storage, accelerators
|
| Implementation and Lifecycle Management | 15% | - Upgrade, maintenance and monitoring - Deployment planning and validation
|
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HP Advanced HPE Compute Architect Solutions Written Exam Sample Questions (Q59-Q64):
NEW QUESTION # 59
Which factors should you consider when determining the GPU memory requirements for inferencing an AI model?
- A. The floating point precision and the number of layers in the model
- B. The memory available on the host and the number of parameters in the model
- C. The memory available on the host and the number of convolutional layers in the model
- D. The number of parameters in the model and the floating point precision
Answer: D
Explanation:
GPU memory for inferencing is primarily driven by the model size, which depends on the number of parameters and the precision used to store them, such as FP32, FP16, BF16, or INT8.
NEW QUESTION # 60
A customer runs latency-sensitive network functions in virtual machines and reports that the hypervisor virtual switch adds unacceptable overhead.
What should you recommend?
- A. Increase the number of vCPUs assigned to each virtual machine
- B. Enable SR-IOV and assign virtual functions directly to the virtual machines
- C. Enable jumbo frames on the virtual switch uplinks
- D. Move the virtual machines to a dedicated port group with NIC teaming
Answer: B
NEW QUESTION # 61
An architect needs to apply a tested, mutually validated set of firmware and drivers to a ProLiant Gen11 fleet.
What should the architect use?
- A. HPE Service Pack for ProLiant (SPP) applied with Smart Update Manager (SUM)
- B. HPE Intelligent Provisioning firmware update wizard
- C. Redfish firmware inventory export
- D. Individual component packages downloaded from the HPE Support Center
Answer: A
Explanation:
The SPP is a validated bundle of firmware, drivers, and system software tested together for a given server generation. SUM is the deployment engine that analyzes the target and installs only applicable components in the correct order.
NEW QUESTION # 62
A customer asks about the options HPE Private Cloud AI includes out of the box for hyperparameter optimization (HPO) during fine-tuning.
What is one thing that you should explain?
- A. Administrators must install a Livy server with which users can run interactive HPO sessions.
- B. Users can apply HPO to any training code by uploading the code to the MLflow UI accessible from HPE AI Essentials out of the box.
- C. Administrators must expose the built-in Kuberay head service port 10001 externally in order to support Ray Tune.
- D. Users can run Katib experiments using the built-in Kubeflow framework, which includes several predefined trial templates.
Answer: D
Explanation:
HPE AI Essentials includes Kubeflow, and Kubeflow includes Katib for hyperparameter tuning experiments. The other options incorrectly map HPO to MLflow, Ray Tune exposure, or Spark/Livy.
Reference:
https://support.hpe.com/hpesc/public/docDisplay?docId=a00ecp55hen_us&docLocale=en_US&p age=reference%2Fkubernetes%2Fusing-kubernetes%2Fgeneral-functionality%2Ftutorials%2Fkubeflow%2FTutorial_Katib_Hyperparameter_Tuning.html
https://www.hpe.com/us/en/collaterals/collateral.a50014263enw.html
NEW QUESTION # 63
Which statement correctly describes how you select HPE servers to act as nodes in a VMware vSAN ESA cluster?
- A. You must select vSAN-compatible storage controllers from the Broadcom Compatibility Guide, but you make any choice for other hardware components.
- B. You can select vSAN ReadyNode configurations from the Broadcom Compatibility Guide or build your own configurations based on VMware guidelines.
- C. You can build your own configuration based on VMware guidelines or select predefined HPE Smart Templates for vSAN.
- D. You must choose an appropriate HPE vSAN ReadyNode based on the Broadcom Compatibility Guide.
Answer: D
Explanation:
For vSAN ESA, HPE directs customers to use certified vSAN ESA ReadyNode configurations listed in the Broadcom Compatibility Guide; BYO/custom configurations are associated with vSAN OSA, not ESA.
Reference: https://www.hpe.com/us/en/collaterals/collateral.a00067741enw.html
NEW QUESTION # 64
......
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