NCP-AIO試験無料問題集（68題）「NVIDIA AI Operations 認定」

出題：1

You are a Solutions Architect designing a data center infrastructure for a cloud-based AI application that requires high-performance networking, storage, and security. You need to choose a software framework to program the NVIDIA BlueField DPUs that will be used in the infrastructure. The framework must support the development of custom applications and services, as well as enable tailored solutions for specific workloads.
Additionally, the framework should allow for the integration of storage services such as NVMe over Fabrics (NVMe-oF) and elastic block storage.
Which framework should you choose?

A. NVIDIA NSight

B. NVIDIA TensorRT

C. NVIDIA CUDA

D. NVIDIA DOCA

正解：D 解答を投票する

解説: (GoShiken メンバーにのみ表示されます)

出題：2

What steps should an administrator take if they encounter errors related to RDMA (Remote Direct Memory Access) when using Magnum IO?

A. Reboot all compute nodes after every job completion to reset RDMA settings automatically.

B. Increase the number of network interfaces on each node to handle more traffic concurrently without using RDMA.

C. Disable RDMA entirely and rely on TCP/IP for all network communications between nodes.

D. Check that RDMA is properly enabled and configured on both storage and compute nodes for efficient data transfers.

正解：D 解答を投票する

解説: (GoShiken メンバーにのみ表示されます)

出題：3

In a high availability (HA) cluster, you need to ensure that split-brain scenarios are avoided.
What is a common technique used to prevent split-brain in an HA cluster?

A. Implementing a heartbeat network between cluster nodes to monitor their health.

B. Configuring manual failover procedures for each node.

C. Replicating data across all nodes in real time.

D. Using multiple load balancers to distribute traffic evenly across nodes.

正解：A 解答を投票する

解説: (GoShiken メンバーにのみ表示されます)

出題：4

A system administrator needs to collect the information below:
* GPU behavior monitoring
* GPU configuration management
* GPU policy oversight
* GPU health and diagnostics
* GPU accounting and process statistics
* NVSwitch configuration and monitoring
What single tool should be used?

A. CUDA Toolkit

B. DCGM

C. Nsight Systems

D. nvidia-smi

正解：B 解答を投票する

解説: (GoShiken メンバーにのみ表示されます)

出題：5

A cloud engineer is looking to deploy a digital fingerprinting pipeline using NVIDIA Morpheus and the NVIDIA AI Enterprise Virtual Machine Image (VMI).
Where would the cloud engineer find the VMI?

A. Github and Dockerhub

B. Azure, Google, Amazon Marketplaces

C. Developer Forums

D. NVIDIA NGC

正解：B 解答を投票する

解説: (GoShiken メンバーにのみ表示されます)

出題：6

Your organization is deploying an AI workload that requires high-throughput access to shared storage across multiple servers. The workload involves both training and inference tasks that need fast read and write speeds.
Which storage architecture would best support this AI workload?

A. Use local storage on each server to minimize network traffic between nodes.

B. A high-performance shared storage system that supports both high read and write IO performance.

C. Prioritize write performance over read performance since training tasks dominate AI workflows.

D. Use SSD-based shared storage systems to save costs while scaling up storage capacity.

正解：B 解答を投票する

解説: (GoShiken メンバーにのみ表示されます)

出題：7

What must be done before installing new versions of DOCA drivers on a BlueField DPU?

A. Reboot the host system.

B. Disable network interfaces during installation.

C. Uninstall any previous versions of DOCA drivers.

D. Re-flash the firmware every time.

正解：C 解答を投票する

解説: (GoShiken メンバーにのみ表示されます)

NCP-AIO試験無料問題集「NVIDIA AI Operations 認定」