Determine the Benefits of SuperPOD Architectures with NetApp CERTIFIED-AI-EXPERT Practice Questions (Page 2)

Questions 6–10

1. 6application · medium

   A SuperPOD administrator needs to perform a full backup of the training dataset before a major upgrade. The dataset is 200TB, and the backup window is only 4 hours. The admin wants to minimize the impact on running training jobs. Which NetApp approach is most appropriate?

   • ATake the storage offline and perform a low-level block copy of all disks.
   • BUse a traditional file copy (e.g., `cp` or `rsync`) to a backup server over the network.
   • CUse NetApp SnapMirror to replicate the live volume continuously, then break the mirror for the backup.
   • DCreate a Snapshot copy of the dataset and then use SnapMirror to replicate that snapshot to a secondary system.
   Reveal Solution Discussion Select an answer first
2. 7foundation · easy

   Which benefit does a SuperPOD architecture with NetApp provide for AI training workloads?

   • AElimination of network infrastructure because compute nodes communicate directly
   • BGuaranteed zero downtime for all AI workloads
   • CReduced need for data management because all data is stored locally on GPUs
   • DImproved performance through a balanced design of compute, network, and storage
   Reveal Solution Discussion Select an answer first
4. 8application · medium

   A data science team is iterating on a new model architecture. They need to run multiple training experiments in parallel, each with slightly different hyperparameters, without waiting for full copies of the 50TB training dataset. Which NetApp feature is most appropriate to provision these parallel experiment environments efficiently?

   • AEnable compression on the base volume to reduce its size before copying.
   • BUse SnapMirror to replicate the dataset to a separate volume for each experiment.
   • CCreate a FlexClone of the base training dataset volume for each experiment.
   • DTake a Snapshot copy and mount it read-only for all experiments.
   Reveal Solution Discussion Select an answer first
5. 9foundation · easy

   In which deployment scenario does SuperPOD with NetApp provide significant advantages?

   • AAn enterprise building an on-premises AI center of excellence
   • BA startup using a single laptop for model prototyping
   • CA small team using a shared public cloud VM for occasional inference
   • DA company using only tape backups for data archival
   Reveal Solution Discussion Select an answer first
6. 10foundation · easy

   Which scenario is a typical use case for SuperPOD with NetApp?

   • AHosting a static website with global CDN
   • BRunning a small web server for a local business
   • CLarge-scale distributed training of deep learning models
   • DStoring archived emails for compliance
   Reveal Solution Discussion Select an answer first