01. Monthly cost reporting shows a steady rise in egress charges for a hybrid deployment, while stored capacity stays roughly flat.
Which activity should the administrator investigate first?
a) The number of Snapshots retained on the volume
b) The provisioned capacity or type of the local aggregate
c) Data tiering or replication leaving the region
d) The naming convention used for working environments
02. A data-engineering team needs an on-premises, S3-compatible object store to serve as a data-lake backing store and a backup target, scaling across many nodes and sites.
Which service is designed for this use?
a) A single-node CVO file volume
b) Azure NetApp Files
c) Cloud Volumes Service
d) FSxN
e) StorageGRID
03. Deployments into one subnet fail during provisioning, while an identical deployment into a second subnet in the same VPC succeeds. The Connector and IAM role are unchanged between the two attempts.
Which two checks best isolate the cause?
(Choose two.)
a) Whether the NSG or security group allows the traffic
b) Whether the console dashboard widgets render and refresh
c) Whether the volume Snapshot policy is enabled
d) Whether the subnet route table reaches the required endpoints
e) Whether the cost report includes the new subnet
04. A production CVO volume holds a large share of data that has not been accessed in months, yet all of it resides on performance disk.
Which approach reduces storage cost while keeping the cold data available?
a) Convert the volume to a thick-provisioned layout that reserves the full capacity up front regardless of usage.
b) Enable FabricPool so infrequently accessed blocks tier automatically to object storage.
c) Raise the volume's guaranteed throughput to serve the cold data faster.
d) Delete the cold data and restore it from backup when a user needs it.
e) Provision a second performance volume and copy the cold data onto it.
05. Overnight, one volume's used capacity jumps far above its normal daily growth, threatening to fill the aggregate before the next business day.
Which monitoring capability would have surfaced this soonest?
a) A billing statement issued at month end
b) A one-time report generated at deployment
c) A capacity alert on an anomalous growth rate
d) A quarterly manual review of stored capacity
06. Cost monitoring flags an unexpected spike in cross-region egress for a deployment that users insist is unchanged.
Which two checks most directly explain the spike?
(Choose two.)
a) Whether additional users were granted console roles
b) Whether the console dashboard refresh interval was changed recently
c) Whether the volume naming or tagging convention changed
d) Whether a replication or backup job copies data across regions
e) Whether a tiering policy moves data to another region
07. An Infrastructure-as-Code team wants storage resources created, changed, and removed as part of the same automated definitions that manage the rest of their environment.
Why is the REST API the appropriate integration point for this Infrastructure-as-Code workflow?
a) Because provisioning actions are exposed programmatically so lifecycle steps can run from code.
b) Because it replaces the need to define the desired environment in the Infrastructure-as-Code tool at all.
c) Because it removes the need for any official documentation about the resources being provisioned and later managed.
d) Because it guarantees that no configuration will ever change once resources are first created.
08. Within BlueXP (NetApp Console), an organization wants some users to manage connectors and working environments while other users may only view them.
Which capability provides this control?
a) The customer-managed KMS key policy on the storage volumes.
b) BlueXP RBAC assigns roles that scope what each user can do.
c) The SnapMirror relationship configured for disaster recovery.
d) The cloud provider IAM policy that authorizes the Connector's cloud actions.
09. Two teams describe different needs. Team A wants operators to deploy an approved standard configuration through the console with as few manual choices as possible. Team B wants storage provisioning to run automatically as a step inside an existing CI/CD pipeline.
Which approach fits each team?
a) Both teams should use a template, since a delivery pipeline can only consume saved templates and can never make scripted calls of any kind.
b) Both teams should call the REST API directly, since scripting always beats using a saved configuration.
c) Team A uses the REST API for the standard; Team B uses a template inside the pipeline.
d) Team A uses a template to enforce the standard; Team B uses the REST API to embed provisioning in the pipeline.
10. An enterprise wants ONTAP in a public cloud with full control over the software version, feature set, and configuration, and it accepts responsibility for running upgrades and operations itself to keep that flexibility.
Which service best matches this preference?
a) Azure NetApp Files
b) StorageGRID object storage
c) FSxN, AWS-managed ONTAP
d) Cloud Volumes Service
e) CVO, self-managed ONTAP in the cloud