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Network Appliance NetApp Certified AI Expert Exam Sample Questions (Q36-Q41):
NEW QUESTION # 36
The data anonymization job, running in a Kubernetes pod, fails. The pod logs show a "Permission Denied" error when trying to access the source volume on the on-premises ASA. An administrator checks the export policy rule for the volume.
The active rule is as follows:
Rule_Index: 1
Client_Match: 10.50.0.0/16
Protocols: nfs4
Read_Only_Access: sys
Read_Write_Access: -
Superuser_Access: none
The Kubernetes pod that failed has an IP address of '10.60.5.10'.
What is the cause of the "Permission Denied" error?
- A. The 'Superuser_Access' setting is too restrictive.
- B. The export policy does not grant read-write access, which is required by the anonymization job.
- C. The pod's IP address ('10.60.5.10') is not within the allowed client match range ('10.50.0.0/16').
- D. The export policy only allows access via the NFSv4 protocol.
Answer: C
NEW QUESTION # 37
The HPC cluster generates simulation data at an extremely high rate, requiring a storage system that can handle massively parallel writes from hundreds of compute nodes simultaneously. Which storage system and file protocol combination is the most appropriate choice for the HPC cluster's high-performance scratch space?
- A. A NetApp ASA system serving a single, large NFS volume.
- B. A Cloud Volumes ONTAP instance with a standard file system.
- C. A NetApp StorageGRID system accessed via the S3 protocol.
- D. A NetApp E-Series system serving a BeeGFS parallel file system.
Answer: D
NEW QUESTION # 38
An AI platform team is investigating poor I/O performance for a specific workload that involves processing hundreds of thousands of small metadata files. The application is running on a Kubernetes cluster with storage provided by a NetApp ONTAP system over NFS. Performance metrics show acceptable network throughput but very high latency for metadata operations (e.g., open, stat, close).
The current storage configuration is as follows:
Storage_System: NetApp AFF A-Series
Protocol: NFSv4.1
Workload_Profile: Metadata-intensive, many small file lookups
Observed_Issue: High latency on metadata operations, slow job completion Which storage architecture would be better suited to handle this specific metadata-intensive workload?
- A. A NetApp SnapLock-enabled volume for data protection.
- B. A NetApp E-Series system running a parallel file system like BeeGFS.
- C. A NetApp StorageGRID object storage system.
- D. A NetApp Cloud Volumes ONTAP instance in a different region.
Answer: B
NEW QUESTION # 39
The company's finance department mandates a cost-control strategy for the petabyte-scale StorageGRID data lake. The analysis shows that 80% of the simulation data is not accessed after
90 days but must be retained for five years for regulatory compliance. Which StorageGRID feature should the architect use to automatically reduce the long-term storage costs for this inactive data?
- A. Implement a FabricPool policy to tier the data to a NetApp ASA system.
- B. Use NetApp SnapMirror to replicate the cold data to a different, lower-cost StorageGRID cluster.
- C. Enable deduplication and compression on all StorageGRID storage nodes.
- D. Configure an Information Lifecycle Management (ILM) policy that automatically moves objects older than 90 days to a lower-cost cloud archive tier, such as Amazon S3 Glacier Deep Archive.
Answer: D
NEW QUESTION # 40
An automotive company runs crash simulations on a dedicated High-Performance Computing (HPC) cluster and trains computer vision models on a separate AI cluster. Data scientists are complaining about the long delays required to move terabytes of simulation output data from the HPC storage to the AI cluster's storage before they can begin training.
The current data flow is as follows:
HPC Cluster -> --Manual Copy (NFS)--> -> AI Cluster
An architect has been asked to redesign the infrastructure to eliminate this data movement bottleneck.
Which architectural change would be most effective?
- A. Implement a converged data infrastructure where both the HPC and AI clusters access a single, high- performance data lake built on NetApp storage.
- B. Upgrade the network connection between the two storage systems to 200GbE.
- C. Use NetApp XCP to perform the data copy, as it is faster than a standard NFS copy.
- D. Install faster CPUs in the AI cluster's storage controllers.
Answer: A
NEW QUESTION # 41
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