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| Section | Weight | Objectives |
|---|---|---|
| Security and Best Practices | 10-15% | - Operational best practices - Security fundamentals - Compliance considerations |
| AI Infrastructure Fundamentals | 15-20% | - Data center infrastructure requirements - AI and Deep Learning concepts - NVIDIA software stack overview - GPU architecture basics |
| Monitoring and Management | 15-20% | - Resource utilization - NVIDIA management tools - Performance monitoring - Troubleshooting basics |
| NVIDIA AI Infrastructure Components | 25-30% | - NVIDIA AI Enterprise software - Storage solutions for AI workloads - NVIDIA networking solutions (Mellanox) - NVIDIA DGX systems |
| Deployment and Configuration | 25-30% | - Software deployment - Cluster configuration - System installation and setup - Network configuration |
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NEW QUESTION # 168
You are installing four NVIDIAAIOO GPUs into a server designed for AI training. The server motherboard has multiple PCIe Gen4 x16 slots. However, the server's power supply unit (PSU) only has three 8-pin PCIe power connectors available. What is the BEST course of action to ensure all GPUs receive adequate power?
Answer: A
Explanation:
Using a splitter can overload the original connector and cause instability or damage. Leaving a GPU unpowered defeats the purpose. SATA connectors are not designed for the high power requirements of GPUs. Underclocking might work, but is not a reliable long-term solution. Replacing the PSU is the safest and most reliable solution.
NEW QUESTION # 169
You are tasked with configuring an NVIDIA NVLink Switch system. After physically connecting the GPUs and the switch, what is the typical first step in the software configuration process?
Answer: E
Explanation:
Updating the NVLink Switch firmware is crucial for ensuring compatibility and stability with the connected GPIJs and the overall system. It addresses potential bugs, security vulnerabilities, and performance issues. It should always be done first before any other software configuration. BIOS settings should be checked beforehand, and the NVLink management software comes after the firmware update.
NEW QUESTION # 170
A system administrator needs to configure a BlueField DPU and enable RShim on the baseboard management controller (BMC). Which command should be executed?
Answer: A
Explanation:
The ipmitool raw 0x32 0x6a 1 command enables RShim access through the BMC for BlueField DPU configuration. This allows the BMC to expose the RShim interface needed for DPU provisioning and management.
NEW QUESTION # 171
What is the primary function of the NVIDIA Container Toolkit, and how does it facilitate the use of GPUs within containerized environments? (Multiple Answers)
Answer: B,E
Explanation:
The NVIDIA Container Toolkit allows containers to access and utilize NVIDIA GPUs by injecting the necessary drivers and libraries into the container runtime environment and It enables monitoring of GPU utilization within containers. While it requires proper drivers to be installed, the toolkit does not manage host drivers directly. The NVIDIA container toolkit relies on container runtimes, and container runtimes manage the container lifecycle. The container toolkit does not automatically install drivers inside containers.
NEW QUESTION # 172
A cluster administrator deploys GPUDirect RDMA for a distributed AI training environment. After deployment, GPU utilization improves while CPU utilization during communication decreases substantially. Which architectural change most directly explains this improvement?
Answer: B
Explanation:
GPUDirect RDMA allows compatible network adapters to access GPU memory directly, eliminating unnecessary copies through host memory and reducing CPU involvement. This lowers latency, decreases CPU overhead, and improves overall communication efficiency during distributed AI workloads. NVSwitch only affects intra-server communication, while GPUDirect RDMA operates across network fabrics.
NEW QUESTION # 173
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