Network Appliance NetApp Certified AI Expert NS0-901

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Network Appliance NetApp Certified AI Expert Sample Questions:

1. A security administrator is reviewing the configuration of a production ONTAP cluster after a compliance audit. The audit requires that all volumes containing financial data must be protected against ransomware. The administrator runs a command to check the status of Autonomous Ransomware Protection (ARP) on a critical volume.
The command and its output are as follows:
cluster-1::> security ransomware anti-ransomware show -vserver svm_finance -volume finance_q1_data Vserver: svm_finance Volume: finance_q1_data Autonomous Ransomware Protection Status: disabled Learning Mode: normal Dry Run Mode: false Action on Detection: notify Based on this output, what is the primary security risk for the 'finance_q1_data' volume?

A) The volume is not part of any Snapshot schedule.
B) The learning mode is set to "normal," which may not detect zero-day attacks.
C) The action on detection is set only to "notify," which will not block the attack.
D) The volume is vulnerable to ransomware because Autonomous Ransomware Protection is not enabled.

2. What is the primary role of NetApp Trident in a Kubernetes environment designed for AI workloads?

A) To directly accelerate GPU computations using specialized drivers.
B) To provide a web-based IDE, like Jupyter, for data scientists to develop models.
C) To act as a dynamic storage orchestrator, provisioning persistent storage from NetApp backends on- demand for containerized applications.
D) To function as a container runtime interface for executing AI models.

3. A junior administrator is attempting to delete an old, unused Snapshot copy from a production volume to reclaim space but receives an error. The administrator is certain they are using the correct command and have the appropriate 'vsadmin' role.
The command and error are shown below:
cluster-1::> volume snapshot delete -vserver svm_prod -volume app_data -snapshot nightly.2025- 06-15_0015 Error: command failed: This operation is not permitted. Deletion of Snapshot copy "nightly.2025-
06-15_0015" on volume "app_data" in Vserver "svm_prod" requires approval.
Use the "security multi-admin-verify approval show" command to view pending approvals.
What is the most likely reason the administrator cannot delete the Snapshot?

A) The 'vsadmin' role does not have permission to delete Snapshots.
B) The volume is protected by SnapLock, and the Snapshot has not reached its expiry date.
C) Multi-Admin Verification (MAV) is enabled, and the destructive operation requires approval from another designated administrator.
D) The Snapshot is locked by a SnapMirror relationship.

4. The company's compliance officer mandates that all raw simulation data in the StorageGRID data lake must be protected from modification or deletion for a period of seven years. Which two StorageGRID features should be implemented to meet this strict, long-term data immutability requirement? (Choose 2.)

A) Create a new S3 bucket with Object Lock enabled in Compliance mode.
B) Enable Autonomous Ransomware Protection (ARP) on the StorageGRID system.
C) Encrypt all objects in the bucket using server-side encryption (SSE).
D) Configure an Information Lifecycle Management (ILM) rule that applies to the bucket and sets a retention period of seven years.
E) Use NetApp SnapMirror to replicate the data to a second StorageGRID system.

5. The AI training jobs on the AIPod are performing below expectations. The NVIDIA DGX servers' GPUs show low utilization. A performance analysis reveals that the bottleneck is not the storage system itself, but the network path between the storage and the compute nodes.
The current network configuration is as follows:
Network_Fabric: 100GbE Standard Ethernet
Protocol: NFS over TCP/IP
Data_Path: Storage -> Host CPU -> GPU Memory
Which network architecture enhancement would provide the most significant performance improvement by reducing latency and CPU overhead?

A) Implement RDMA over Converged Ethernet (RoCE) and configure GPUDirect Storage.
B) Upgrade the network switches to a model with a larger packet buffer.
C) Add more 100GbE network ports to the storage controllers.
D) Isolate the storage traffic on a separate VLAN from the management traffic.

Solutions: