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NCP-AII Questions & Answers
Exam Code: NCP-AII
Exam Name: NCP-AI Infrastructure
Certification Provider: NVIDIA
NCP-AII Premium File
170 Questions & Answers
Last Update: Nov 6, 2026
Includes questions types found on actual exam such as drag and drop, simulation, type in, and fill in the blank.
Verified by experts
NCP-AII Questions & Answers
Exam Code: NCP-AII
Exam Name: NCP-AI Infrastructure
Certification Provider: NVIDIA
NCP-AII Premium File
170 Questions & Answers
Last Update: Nov 6, 2026
Includes questions types found on actual exam such as drag and drop, simulation, type in, and fill in the blank.
$87.99
$79.99

NCP-AI Infrastructure NCP-AII Practice Test 28

Question 270

The site has performed 'run a controlled manager failover while monitoring cluster services and jobs'. Which direct result is needed to close this issue rather than merely check a configuration?

  1. existing jobs continue within approved interruption thresholds and a standby assumes management
  2. freshly provisioned worker boots with approved role-specific NIC and GPU settings
  3. the new active head retains node categories and provisioning state
  4. managed nodes receive provisioning identities and register successfully

Explanation

Correct Answer

A:

Correct. It specifically tests the outcome of the approved remediation. The failure mechanism was configuration presence does not demonstrate resilient management operation; the listed result demonstrates the expected behavior.

Incorrect Answers

B:

“freshly provisioned worker boots with approved role-specific NIC and GPU settings” addresses bCM node category does not reflect the installed hardware role, but the current hardware or infrastructure issue is configuration presence does not demonstrate resilient management operation. The option “existing jobs continue within approved interruption thresholds and a standby assumes management” is more directly tied to the required outcome.

C:

“the new active head retains node categories and provisioning state” addresses hA state replication was not configured or proven, but the current hardware or infrastructure issue is configuration presence does not demonstrate resilient management operation. The option “existing jobs continue within approved interruption thresholds and a standby assumes management” is more directly tied to the required outcome.

D:

“managed nodes receive provisioning identities and register successfully” addresses management discovery paths were confused with provisioning networks, but the current hardware or infrastructure issue is configuration presence does not demonstrate resilient management operation. The option “existing jobs continue within approved interruption thresholds and a standby assumes management” is more directly tied to the required outcome.

Question 271

BCM operator accounts can change node images without role restrictions or logging. Which corrective action is MOST appropriate before commissioning can proceed?

  1. configure supported HA roles fencing and takeover policy
  2. validate provisioning DHCP and node enrollment from the BCM internal network
  3. express required configuration through supported BCM managed category or image settings
  4. apply least-privilege BCM roles and auditable changes to image assignments

Explanation

Correct Answer

D:

Correct. This is the corrective step for administrative access controls are insufficient for high-impact provisioning tasks; it addresses the failure at its source. The confirming observation is test unauthorized image edits are denied and valid modifications leave attributable audit trails.

Incorrect Answers

A:

Useful for split-brain prevention and HA arbitration are not validated, but it does not remove the specific condition: administrative access controls are insufficient for high-impact provisioning tasks.

B:

“validate provisioning DHCP and node enrollment from the BCM internal network” addresses management discovery paths were confused with provisioning networks, but the current hardware or infrastructure issue is administrative access controls are insufficient for high-impact provisioning tasks. The option “apply least-privilege BCM roles and auditable changes to image assignments” is more directly tied to the required outcome.

C:

“express required configuration through supported BCM managed category or image settings” addresses declarative node category settings are not reconciled with out-of-band manual edits, but the current hardware or infrastructure issue is administrative access controls are insufficient for high-impact provisioning tasks. The option “apply least-privilege BCM roles and auditable changes to image assignments” is more directly tied to the required outcome.

Question 272

The implementation team reports that it has completed 'apply least-privilege BCM roles and auditable changes to image assignments'. Which evidence should the acceptance reviewer request?

  1. managed nodes receive provisioning identities and register successfully
  2. cluster nodes register on the intended private and external addresses
  3. the new active head retains node categories and provisioning state
  4. test unauthorized image edits are denied and valid modifications leave attributable audit trails

Explanation

Correct Answer

D:

Correct. The test directly checks whether administrative access controls are insufficient for high-impact provisioning tasks has been remediated. That result supports operational acceptance rather than only configuration presence.

Incorrect Answers

A:

“managed nodes receive provisioning identities and register successfully” addresses management discovery paths were confused with provisioning networks, but the current hardware or infrastructure issue is administrative access controls are insufficient for high-impact provisioning tasks. The option “test unauthorized image edits are denied and valid modifications leave attributable audit trails” is more directly tied to the required outcome.

B:

“cluster nodes register on the intended private and external addresses” addresses bCM provisioning cannot reliably distinguish external management from internal cluster communication, but the current hardware or infrastructure issue is administrative access controls are insufficient for high-impact provisioning tasks. The option “test unauthorized image edits are denied and valid modifications leave attributable audit trails” is more directly tied to the required outcome.

C:

“the new active head retains node categories and provisioning state” addresses hA state replication was not configured or proven, but the current hardware or infrastructure issue is administrative access controls are insufficient for high-impact provisioning tasks. The option “test unauthorized image edits are denied and valid modifications leave attributable audit trails” is more directly tied to the required outcome.

Question 273

An NVIDIA infrastructure team reports this operational finding: an AI node installs an operating-system kernel incompatible with its approved GPU driver release. Which action MOST directly addresses it?

  1. apply canonical hostname DNS and host resolution configuration during provisioning
  2. select a supported OS and kernel combination for the qualified driver stack
  3. apply the validated CPU and performance profile for the hardware
  4. review required IOMMU and device access settings within the certified platform baseline

Explanation

Correct Answer

B:

Correct. This is the corrective step for kernel and NVIDIA driver compatibility were not validated before imaging; it addresses the failure at its source. The confirming observation is kernel module builds and nvidia-smi operate on the installed image.

Incorrect Answers

A:

“apply canonical hostname DNS and host resolution configuration during provisioning” addresses system identity and cluster inventory were not synchronized, but the current hardware or infrastructure issue is kernel and NVIDIA driver compatibility were not validated before imaging. The option “select a supported OS and kernel combination for the qualified driver stack” is more directly tied to the required outcome.

C:

Useful for OS platform power policy conflicts with stable AI compute performance, but it does not remove the specific condition: kernel and NVIDIA driver compatibility were not validated before imaging.

D:

“review required IOMMU and device access settings within the certified platform baseline” addresses OS security settings were applied without hardware-driver compatibility testing, but the current hardware or infrastructure issue is kernel and NVIDIA driver compatibility were not validated before imaging. The option “select a supported OS and kernel combination for the qualified driver stack” is more directly tied to the required outcome.

Question 274

An engineer claims the change 'select a supported OS and kernel combination for the qualified driver stack' restored readiness. Which measurable test result would substantiate that claim?

  1. kernel module builds and nvidia-smi operate on the installed image
  2. DPU initialization and isolation tests pass on the hardened image
  3. forward and reverse lookups map to the intended managed nodes
  4. the correct boot image loads and hardware inventory matches worker role

Explanation

Correct Answer

A:

Correct. It specifically tests the outcome of the approved remediation. The failure mechanism was kernel and NVIDIA driver compatibility were not validated before imaging; the listed result demonstrates the expected behavior.

Incorrect Answers

B:

“DPU initialization and isolation tests pass on the hardened image” addresses OS security settings were applied without hardware-driver compatibility testing, but the current hardware or infrastructure issue is kernel and NVIDIA driver compatibility were not validated before imaging. The option “kernel module builds and nvidia-smi operate on the installed image” is more directly tied to the required outcome.

C:

“forward and reverse lookups map to the intended managed nodes” addresses system identity and cluster inventory were not synchronized, but the current hardware or infrastructure issue is kernel and NVIDIA driver compatibility were not validated before imaging. The option “kernel module builds and nvidia-smi operate on the installed image” is more directly tied to the required outcome.

D:

“the correct boot image loads and hardware inventory matches worker role” addresses network boot infrastructure does not bind worker identities to cluster images, but the current hardware or infrastructure issue is kernel and NVIDIA driver compatibility were not validated before imaging. The option “kernel module builds and nvidia-smi operate on the installed image” is more directly tied to the required outcome.

Question 275

A validation report notes: a diskless worker boots from an unexpected PXE source and receives a generic office image. What is the MOST defensible next action?

  1. scope PXE boot and provisioning sources to the approved GPU-node image
  2. apply canonical hostname DNS and host resolution configuration during provisioning
  3. select a supported OS and kernel combination for the qualified driver stack
  4. validate required management networking and container services after restart

Explanation

Correct Answer

A:

Correct. This directly resolves network boot infrastructure does not bind worker identities to cluster images. A valid handover should also demonstrate the correct boot image loads and hardware inventory matches worker role.

Incorrect Answers

B:

“apply canonical hostname DNS and host resolution configuration during provisioning” addresses system identity and cluster inventory were not synchronized, but the current hardware or infrastructure issue is network boot infrastructure does not bind worker identities to cluster images. The option “scope PXE boot and provisioning sources to the approved GPU-node image” is more directly tied to the required outcome.

C:

“select a supported OS and kernel combination for the qualified driver stack” addresses kernel and NVIDIA driver compatibility were not validated before imaging, but the current hardware or infrastructure issue is network boot infrastructure does not bind worker identities to cluster images. The option “scope PXE boot and provisioning sources to the approved GPU-node image” is more directly tied to the required outcome.

D:

“validate required management networking and container services after restart” addresses boot service dependencies were not part of image acceptance, but the current hardware or infrastructure issue is network boot infrastructure does not bind worker identities to cluster images. The option “scope PXE boot and provisioning sources to the approved GPU-node image” is more directly tied to the required outcome.

Question 276

The site has performed 'scope PXE boot and provisioning sources to the approved GPU-node image'. Which direct result is needed to close this issue rather than merely check a configuration?

  1. kernel module builds and nvidia-smi operate on the installed image
  2. the correct boot image loads and hardware inventory matches worker role
  3. DPU initialization and isolation tests pass on the hardened image
  4. boot audit shows prerequisites healthy before scheduler registration

Explanation

Correct Answer

B:

Correct. This is observable proof for the intended change, not just evidence that a command was issued. It establishes the correct boot image loads and hardware inventory matches worker role, addressing network boot infrastructure does not bind worker identities to cluster images.

Incorrect Answers

A:

“kernel module builds and nvidia-smi operate on the installed image” addresses kernel and NVIDIA driver compatibility were not validated before imaging, but the current hardware or infrastructure issue is network boot infrastructure does not bind worker identities to cluster images. The option “the correct boot image loads and hardware inventory matches worker role” is more directly tied to the required outcome.

C:

“DPU initialization and isolation tests pass on the hardened image” addresses OS security settings were applied without hardware-driver compatibility testing, but the current hardware or infrastructure issue is network boot infrastructure does not bind worker identities to cluster images. The option “the correct boot image loads and hardware inventory matches worker role” is more directly tied to the required outcome.

D:

“boot audit shows prerequisites healthy before scheduler registration” addresses boot service dependencies were not part of image acceptance, but the current hardware or infrastructure issue is network boot infrastructure does not bind worker identities to cluster images. The option “the correct boot image loads and hardware inventory matches worker role” is more directly tied to the required outcome.

Question 277

A newly deployed GPU host has incorrect NTP time and secure registry logins fail certificate checks. Which corrective action is MOST appropriate before commissioning can proceed?

  1. configure approved time services before registry and package operations
  2. validate required management networking and container services after restart
  3. scope PXE boot and provisioning sources to the approved GPU-node image
  4. use architecture-aware provisioning and validate PCIe NUMA and interface mapping

Explanation

Correct Answer

A:

Correct. The underlying problem is operating system clock synchronization was omitted from bootstrap. This intervention targets that mechanism. Confirm completion through system clock and TLS authenticated package downloads pass controlled tests.

Incorrect Answers

B:

“validate required management networking and container services after restart” addresses boot service dependencies were not part of image acceptance, but the current hardware or infrastructure issue is operating system clock synchronization was omitted from bootstrap. The option “configure approved time services before registry and package operations” is more directly tied to the required outcome.

C:

Useful for network boot infrastructure does not bind worker identities to cluster images, but it does not remove the specific condition: operating system clock synchronization was omitted from bootstrap.

D:

“use architecture-aware provisioning and validate PCIe NUMA and interface mapping” addresses hardware-specific OS configuration was assumed portable without validation, but the current hardware or infrastructure issue is operating system clock synchronization was omitted from bootstrap. The option “configure approved time services before registry and package operations” is more directly tied to the required outcome.

Question 278

The implementation team reports that it has completed 'configure approved time services before registry and package operations'. Which evidence should the acceptance reviewer request?

  1. both platform groups enumerate expected devices and pass baseline I/O tests
  2. system clock and TLS authenticated package downloads pass controlled tests
  3. DPU initialization and isolation tests pass on the hardened image
  4. kernel module builds and nvidia-smi operate on the installed image

Explanation

Correct Answer

B:

Correct. The test directly checks whether operating system clock synchronization was omitted from bootstrap has been remediated. That result supports operational acceptance rather than only configuration presence.

Incorrect Answers

A:

“both platform groups enumerate expected devices and pass baseline I/O tests” addresses hardware-specific OS configuration was assumed portable without validation, but the current hardware or infrastructure issue is operating system clock synchronization was omitted from bootstrap. The option “system clock and TLS authenticated package downloads pass controlled tests” is more directly tied to the required outcome.

C:

“DPU initialization and isolation tests pass on the hardened image” addresses OS security settings were applied without hardware-driver compatibility testing, but the current hardware or infrastructure issue is operating system clock synchronization was omitted from bootstrap. The option “system clock and TLS authenticated package downloads pass controlled tests” is more directly tied to the required outcome.

D:

“kernel module builds and nvidia-smi operate on the installed image” addresses kernel and NVIDIA driver compatibility were not validated before imaging, but the current hardware or infrastructure issue is operating system clock synchronization was omitted from bootstrap. The option “system clock and TLS authenticated package downloads pass controlled tests” is more directly tied to the required outcome.

Question 279

An NVIDIA infrastructure team reports this operational finding: an AI server mounts its root filesystem on an undersized partition and crashes during container image pulls. Which action MOST directly addresses it?

  1. validate required management networking and container services after restart
  2. apply canonical hostname DNS and host resolution configuration during provisioning
  3. size and separate required system container and logging storage during imaging
  4. select a supported OS and kernel combination for the qualified driver stack

Explanation

Correct Answer

C:

Correct. The underlying problem is OS disk layout did not reserve capacity for expected images and logs. This intervention targets that mechanism. Confirm completion through peak image-pull test finishes without filesystem exhaustion.

Incorrect Answers

A:

Useful for boot service dependencies were not part of image acceptance, but it does not remove the specific condition: OS disk layout did not reserve capacity for expected images and logs.

B:

“apply canonical hostname DNS and host resolution configuration during provisioning” addresses system identity and cluster inventory were not synchronized, but the current hardware or infrastructure issue is OS disk layout did not reserve capacity for expected images and logs. The option “size and separate required system container and logging storage during imaging” is more directly tied to the required outcome.

D:

“select a supported OS and kernel combination for the qualified driver stack” addresses kernel and NVIDIA driver compatibility were not validated before imaging, but the current hardware or infrastructure issue is OS disk layout did not reserve capacity for expected images and logs. The option “size and separate required system container and logging storage during imaging” is more directly tied to the required outcome.

Question 280

An engineer claims the change 'size and separate required system container and logging storage during imaging' restored readiness. Which measurable test result would substantiate that claim?

  1. forward and reverse lookups map to the intended managed nodes
  2. kernel module builds and nvidia-smi operate on the installed image
  3. the correct boot image loads and hardware inventory matches worker role
  4. peak image-pull test finishes without filesystem exhaustion

Explanation

Correct Answer

D:

Correct. The test directly checks whether OS disk layout did not reserve capacity for expected images and logs has been remediated. That result supports operational acceptance rather than only configuration presence.

Incorrect Answers

A:

“forward and reverse lookups map to the intended managed nodes” addresses system identity and cluster inventory were not synchronized, but the current hardware or infrastructure issue is OS disk layout did not reserve capacity for expected images and logs. The option “peak image-pull test finishes without filesystem exhaustion” is more directly tied to the required outcome.

B:

“kernel module builds and nvidia-smi operate on the installed image” addresses kernel and NVIDIA driver compatibility were not validated before imaging, but the current hardware or infrastructure issue is OS disk layout did not reserve capacity for expected images and logs. The option “peak image-pull test finishes without filesystem exhaustion” is more directly tied to the required outcome.

C:

“the correct boot image loads and hardware inventory matches worker role” addresses network boot infrastructure does not bind worker identities to cluster images, but the current hardware or infrastructure issue is OS disk layout did not reserve capacity for expected images and logs. The option “peak image-pull test finishes without filesystem exhaustion” is more directly tied to the required outcome.

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