Network Appliance NS0-901 : NetApp Certified AI Expert Exam

  • Exam Code: NS0-901
  • Exam Name: NetApp Certified AI Expert Exam
  • Updated: Jun 21, 2026
  • Q & A: 106 Questions and Answers

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Network Appliance NetApp Certified AI Expert Sample Questions:

1. An architect is designing a global infrastructure for a company that develops AI for autonomous vehicles.
The design must accommodate three distinct locations and functions:
1. Edge (Test Tracks): Fleets of test cars generate 100s of TBs of sensor data per day. This data must be ingested locally with high performance.
2. Core (Primary Data Center): The raw data from all edge sites must be aggregated here. This location houses the primary data lake and the main GPU cluster for large-scale model training.
3. Cloud (Public Cloud Provider): Data scientists want to use cloud-native tools for experimental data processing and model development. They also need a cost-effective location for long-term archiving of raw data.
Which combination of deployment locations and NetApp technologies creates the most logical and efficient end-to-end solution?

A) Deploy a single, global NetApp StorageGRID across all three locations to act as a unified data plane.
B) Use NetApp E-Series at the edge, NetApp ASA at the core, and NetApp StorageGRID in the cloud.
Use SnapMirror to move data between all three tiers.
C) Use Cloud Volumes ONTAP at the edge, NetApp StorageGRID at the core, and on-premises ONTAP for cloud archive.
D) Use NetApp ONTAP systems at the edge and core, and Cloud Volumes ONTAP in the public cloud.
Use SnapMirror to replicate data from edge to core, and FabricPool to tier data from the core to the cloud.


2. An architect is designing an AI solution for a European hospital chain to analyze patient diagnostic scans. The project is subject to strict GDPR regulations, which mandate that patient data cannot leave the sovereign territory. The application also requires near-instantaneous results for physicians reviewing the scans in the hospital.
Which deployment model best satisfies these security and performance requirements?

A) An on-premises private cloud for training combined with edge deployments in each hospital for inference.
B) A multi-cloud strategy using different providers for training and inference to avoid vendor lock-in.
C) A centralized public cloud deployment in North America for maximum scalability.
D) A hybrid model using a public cloud for training and on-premises for inference.


3. Which storage protocols are commonly used for handling large-scale AI data? (Choose two)

A) POSIX-based file systems
B) Object-based storage
C) Parallel file systems
D) File-based systems


4. A distributed training job running on the AIPod fails to start. The MLOps engineer inspects the events for one of the pending training pods and sees the following message:
Events:
Type Reason Age From Message
- - - -
Warning FailedScheduling 5m12s default-scheduler 0/4 nodes are available: 4 node(s) had no available volume zone.
The PersistentVolumeClaim (PVC) for this pod specifies a StorageClass that uses the 'ontap-nas' Trident provisioner.
he Trident logs show no errors.
What is the most likely cause of this scheduling failure?

A) The NetApp ASA storage system is offline.
B) The training pod's container image does not exist in the registry.
C) The 'requiredTopology' in the StorageClass is misconfigured, preventing Trident from finding a valid ONTAP backend in the same zone as the available compute nodes.
D) The Kubernetes nodes do not have the necessary NFS client utilities installed.


5. A network administrator, attempting to harden the security of the data center, modifies a firewall access control list (ACL). Immediately afterward, the "Advisor Assistant" application pods can no longer mount their required NFS volumes from the AFF A-Series. The MLOps team confirms the pods are stuck in a 'ContainerCreating' state with a 'MountVolume.SetUp failed... connection timed out' error. The administrator provides the new, active firewall rule:
RULE | ACTION | PROTOCOL | SOURCE_IP_RANGE | DEST_IP_RANGE | DEST_PORT --|--|-
|--||--51 | ALLOW | TCP | 10.20.5.0/24 | 10.20.10.0/24 | 2049
What is the most likely reason for the mount failures?

A) The 'SOURCE_IP_RANGE' is incorrect and does not include the Kubernetes pod IP addresses.
B) The firewall rule is blocking the Portmapper/RPCbind service (TCP/UDP port 111), which is necessary for the initial NFS mount negotiation.
C) The firewall rule is blocking the NFS lock manager (NLM) protocol, which is required for file locking.
D) The firewall rule is blocking the NFSv4 protocol, which requires TCP port 2050.


Solutions:

Question # 1
Answer: D
Question # 2
Answer: A
Question # 3
Answer: B,C
Question # 4
Answer: C
Question # 5
Answer: B

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