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NVIDIA AI Operations Sample Questions:

1. 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) Azure, Google, Amazon Marketplaces
B) NVIDIA NGC
C) Github and Dockerhub
D) Developer Forums

2. You are managing an on-premises cluster using NVIDIA Base Command Manager (BCM) and need to extend your computational resources into AWS when your local infrastructure reaches peak capacity.
What is the most effective way to configure cloudbursting in this scenario?

A) Use BCM's Cluster Extension feature to automatically provision AWS resources when local resources are exhausted.
B) Manually provision additional cloud nodes in AWS when the on-premises cluster reaches its limit.
C) Set up a standby deployment in AWS and manually switch workloads to the cloud during peak times.
D) Use BCM's built-in load balancer to distribute workloads evenly between on-premises and cloud resources without any pre-configuration.

3. You are managing a high availability (HA) cluster that hosts mission-critical applications. One of the nodes in the cluster has failed, but the application remains available to users.
What mechanism is responsible for ensuring that the workload continues to run without interruption?

A) The failover mechanism that automatically transfers workloads to a standby node.
B) Manual intervention by the system administrator to restart services.
C) Data replication between nodes to ensure data integrity.
D) Load balancing across all nodes in the cluster.

4. A system administrator is looking to set up virtual machines in an HGX environment with NVIDIA Fabric Manager.
What three (3) tasks will Fabric Manager accomplish? (Choose three.)

A) Installs vGPU driver as part of the Fabric Manager Package.
B) Coordinates with the NVSwitch driver to train NVSwitch to NVSwitch NVLink interconnects.
C) Installs GPU operator
D) Coordinates with the GPU driver to initialize and train NVSwitch to GPU NVLink interconnects.
E) Configures routing among NVSwitch ports.

5. A data scientist is training a deep learning model and notices slower than expected training times. The data scientist alerts a system administrator to inspect the issue. The system administrator suspects the disk IO is the issue.
What command should be used?

A) nvidia-smi
B) tcpdump
C) iostat
D) htop

Solutions: