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| Section | Objectives |
|---|---|
| Topic 1: HPE Compute Architecture and Solutions | - HPE ProLiant server families overview - Compute solution positioning and use cases |
| Topic 2: Solution Design and Implementation | - Workload sizing and architecture planning - High availability and redundancy design |
| Topic 3: Storage and Networking Integration | - Networking configuration and connectivity options - SAN and direct-attached storage integration |
| Topic 4: Server Deployment and Configuration | - Initial setup and provisioning - Firmware and system configuration tools (iLO, SPP) |
| Topic 5: Troubleshooting and Support | - Hardware and firmware troubleshooting - Performance monitoring and diagnostics |
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NEW QUESTION # 35
An AI team is using Spark Applications to analyze and format data for AI fine-tuning. The team would like to automate running the applications in a series. Which component of HPE AI Essentials can help?
Answer: D
Explanation:
Apache Airflow is the workflow orchestration component in HPE AI Essentials. It can automate and sequence Spark Applications as DAG-based data pipelines.
NEW QUESTION # 36
What is one innovation in NVIDIA Blackwell GPUs?
Answer: C
Explanation:
A is correct, with the terminology corrected to "second-generation Transformer Engine." NVIDIA Blackwell introduces a second-generation Transformer Engine that expands support for lower-precision numerical formats used in AI workloads. By dynamically selecting suitable precision while preserving model quality, the architecture can increase throughput and reduce memory and compute requirements for training and inference. Blackwell also introduces newer Tensor Core capabilities specifically designed for generative-AI workloads.
The other choices do not accurately describe Blackwell. The architecture is not characterized by an "L4 memory cache." High-speed GPU-to-GPU communication in HGX-class systems relies on NVIDIA NVLink
/NVSwitch technology rather than simply routing peer traffic over ordinary PCIe lanes. Blackwell uses fifth- generation Tensor Cores; therefore an answer referring to a mixture of fourth-generation Tensor and RT cores is not correct.
For the HPE7-S02 objective, the important point is workload fit. HPE AI-optimized systems use current accelerator architectures because LLM training and inference depend heavily on tensor throughput, efficient low-precision arithmetic, high memory bandwidth, and fast GPU interconnects.
References/topics: Advanced HPE Compute Solutions, Rev. 26.21, Module 1 "HPE ProLiant Gen12 for AI"; HPE and NVIDIA Blackwell platform materials; NVIDIA Blackwell architecture documentation.
NEW QUESTION # 37
Which HPE ProLiant Gen11 storage technology allows administrators to non-disruptively expand a RAID array's capacity by adding drives without taking the array offline?
Answer: C
Explanation:
HPE Smart Array controllers support online capacity expansion, allowing drives to be added to an existing array and the array/logical volume to grow without downtime. Offline RAID migration would require downtime by definition, Secure Erase is for data sanitization, and cold data tiering relates to moving infrequently accessed data rather than array expansion.
NEW QUESTION # 38
A customer wants to deploy VMware vSphere on new HPE ProLiant servers and ensure firmware/driver combinations are validated by both HPE and VMware. Which resource should the integrator reference?
Answer: A
Explanation:
HPE SPOCK is the authoritative tool for validating supported combinations of HPE hardware, firmware, drivers, and OS/hypervisor versions (including VMware). QuickSpecs describe product specifications but not interoperability matrices, InfoSight is an AI-driven analytics platform, and relying on the VMware HCL alone would miss HPE-specific compatibility guidance.
NEW QUESTION # 39
A customer wants server management traffic (iLO) to be logically isolated from production data traffic for security reasons. What is the standard HPE best practice to achieve this?
Answer: D
Explanation:
Best practice is to use iLO's dedicated network port connected to an isolated out-of-band management network/VLAN, separating management traffic from production data traffic for security and reduced attack surface. Mixing iLO traffic with production VLANs, disabling iLO, or defaulting to shared NIC mode regardless of requirements all reduce security or manageability.
NEW QUESTION # 40
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