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Simple refund process

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A variety of versions

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NVIDIA AI Infrastructure Sample Questions:

1. You're configuring a BlueField-3 DPU-based server for high-performance storage. You want to utilize NVMe-oF (NVMe over Fabrics) to access remote NVMe SSDs. What is the primary benefit of using a BlueField DPU in this NVMe-oF setup compared to a traditional server with a standard NIC?

A) BlueField DPU allows hot-swapping of NVMe SSDs without interrupting the NVMe-oF connection.
B) BlueField DPU eliminates the need for a separate NVMe-oF target server.
C) BlueField DPU offloads the NVMe-oF protocol processing, reducing CPU overhead on the host server.
D) BlueField DPU provides built-in hardware encryption for all NVMe-oF traffic.
E) BlueField DPU automatically configures the NVMe-oF target without any manual intervention.

2. During the physical installation of an NVIDIA GPU, you accidentally touch the gold connector pins on the card. What is the recommended course of action BEFORE inserting the GPU into the PCle slot?

A) Wipe the pins with a dry cloth.
B) Clean the pins with isopropyl alcohol and a lint-free swab, ensuring they are completely dry before installation.
C) It is okay to insert it directly as is.
D) Use compressed air to clean the pins.
E) Blow on the pins to remove any dust or debris.

3. You have created MIG instances on an A100 GPU and want to dynamically adjust their size based on workload demands. Which of the following methods is the most appropriate for automatically resizing MIG instances in response to changing resource requirements?

A) Utilize CUDA MPS to dynamically allocate GPU resources to different processes.
B) Use 'nvidia-smi' to manually destroy and recreate MIG instances with different sizes as needed.
C) Adjust the application code to use less GPIJ memory dynamically.
D) Implement a script that monitors GPU utilization and automatically adjusts Kubernetes resource quotas to match.
E) Leverage a GPU virtualization platform with dynamic resource allocation capabilities that integrates with MIG.

4. Which of the following statements regarding the benefits of using a BlueField DPU for network offload are TRUE? (Select TWO)

A) Simplified network configuration compared to traditional NICs.
B) Automatic compatibility with all existing network protocols without requiring software updates.
C) Increased network throughput due to hardware acceleration.
D) Elimination of the need for a dedicated network interface card (NIC).
E) Reduced CPU utilization on the host server for network-related tasks.

5. You're setting up a cluster with 8 NVIDIA A100 GPUs. Each GPU needs to read 4GB/s from storage to keep it fully utilized. The network connecting the storage and compute nodes has a bandwidth of 25GB/s. What is the maximum number of GPUs that can be simultaneously saturated with data without exceeding the network bandwidth?

A) 5
B) 8
C) 2
D) 6
E) 4

Solutions: