Describe the Uses of BlueXP Software Tools to Build AI Solutions CERTIFIED-AI-EXPERT Practice Questions (Page 3)

Questions 11–15

1. 11foundation · easy

   Which BlueXP feature is most directly used by an AI pipeline to access training data stored on a NetApp ONTAP system?

   • AAutomated tiering policies
   • BNFS and SMB protocol support
   • CDeduplication algorithms
   • DSnapshot scheduling
   Reveal Solution Discussion Select an answer first
2. 12expert · hard

   A company is evaluating BlueXP to manage storage for a new AI initiative. They have a mix of on-premises NetApp systems and cloud storage. They want to use BlueXP to provide a single view of all storage resources and to automate data management tasks. Which BlueXP capability is essential for this?

   • AReal-time data analytics for model performance.
   • BUnified storage management and automation across hybrid environments.
   • CBuilt-in AI model training and deployment.
   • DAutomatic code deployment to cloud compute.
   Reveal Solution Discussion Select an answer first
4. 13expert · hard

   A company uses BlueXP to manage storage for AI workloads that have unpredictable access patterns. They want to optimize costs without compromising performance. They are considering using automated tiering, but they are concerned about the latency of accessing cold data. What should they do to mitigate this concern?

   • AUse BlueXP Cloud Cache to provide a high-performance cache for cold data that is accessed frequently.
   • BUse BlueXP compliance to ensure cold data is accessed only when necessary.
   • CDisable tiering and keep all data on high-performance storage.
   • DUse BlueXP backup to keep a copy of cold data on high-performance storage.
   Reveal Solution Discussion Select an answer first
5. 14application · medium

   A global retail company runs AI model training in multiple cloud regions and also maintains on-premises data centers. They want to use BlueXP to manage storage across these environments from a single control plane, ensuring consistent data management and the ability to scale AI workloads. Which BlueXP capability directly supports this requirement?

   • AAutomated model training using built-in AI algorithms.
   • BUnified management of storage resources across on-premises and cloud environments.
   • CAutomatic code deployment to cloud compute instances.
   • DReal-time data visualization for model performance monitoring.
   Reveal Solution Discussion Select an answer first
6. 15application · medium

   A startup runs AI model training on a budget and uses BlueXP to manage their storage. They have a mix of hot and cold data, and they want to minimize storage costs while ensuring that hot data remains highly performant. Which BlueXP feature should they use to automatically move cold data to a lower-cost tier?

   • ABlueXP backup to store cold data in a backup vault.
   • BAutomated tiering policies that move cold data to object storage.
   • CManual data movement to a slower tier on a monthly basis.
   • DBlueXP compliance to archive data that is no longer needed.
   Reveal Solution Discussion Select an answer first