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NVIDIA NCP-AII Practice Test 60

Question 590

During an NVIDIA AI factory acceptance test, engineers discover: A BlueField-equipped worker runs a new DOCA package but older host networking modules prevent offload setup. Which TWO complementary elements are needed: the correct technical action and the strongest independent diagnostic evidence? Select TWO answers.

  1. Align supported interface or bond configuration, RDMA stack and fabric QoS with the cluster topology.
  2. Use NVIDIA-supported OFED or DOCA-host and driver packages and verify host-DPU compatibility before promotion.
  3. Treat the successful installation of a DOCA package as conclusive proof that every network and offload function works.
  4. Review driver package versions, RDMA verbs devices, BlueField firmware, module logs and network tests.
  5. Inspect module binding, driver versions, dmesg, Secure Boot signatures and a CUDA device-query test.

Explanation

Correct Answers

B:

This is an appropriate correction for DOCA host networking and RDMA driver stack: Use NVIDIA-supported OFED or DOCA-host and driver packages and verify host-DPU compatibility before promotion. Observed scenario: A BlueField-equipped worker runs a new DOCA package but older host networking modules prevent offload setup. The governing mechanism is: High-speed host networking requires matching kernel, firmware, provider libraries and DPU service interfaces.

D:

This is the direct operational evidence to investigate: Review driver package versions, RDMA verbs devices, BlueField firmware, module logs and network tests. Observed scenario: A BlueField-equipped worker runs a new DOCA package but older host networking modules prevent offload setup.

Incorrect Answers

A:

That option concerns Compute fabric interface bonding and RDMA prerequisites. High-speed host networking requires matching kernel, firmware, provider libraries and DPU service interfaces.

C:

This tempting but unsafe shortcut is not a sufficient remediation for DOCA host networking and RDMA driver stack: Treat the successful installation of a DOCA package as conclusive proof that every network and offload function works. High-speed host networking requires matching kernel, firmware, provider libraries and DPU service interfaces.

E:

This alternative is relevant to GPU driver modules and DKMS lifecycle but does not directly resolve the current DOCA host networking and RDMA driver stack issue: Inspect module binding, driver versions, dmesg, Secure Boot signatures and a CUDA device-query test. Observed scenario: A BlueField-equipped worker runs a new DOCA package but older host networking modules prevent offload setup.

Question 591

A production GPU cluster review identifies this condition: A BlueField-equipped worker runs a new DOCA package but older host networking modules prevent offload setup. Which diagnostic evidence should be obtained FIRST to substantiate the likely fault or configuration gap? Select ONE best answer.

  1. Inspect kernel version, signed modules, driver logs, package provenance and canary compatibility tests.
  2. Review authorized key and account policy, SSH server settings, firewall reachability and authentication logs.
  3. Review driver package versions, RDMA verbs devices, BlueField firmware, module logs and network tests.
  4. Treat the successful installation of a DOCA package as conclusive proof that every network and offload function works.

Explanation

Correct Answer

C:

This is the direct operational evidence to investigate: Review driver package versions, RDMA verbs devices, BlueField firmware, module logs and network tests. Observed scenario: A BlueField-equipped worker runs a new DOCA package but older host networking modules prevent offload setup. The governing mechanism is: High-speed host networking requires matching kernel, firmware, provider libraries and DPU service interfaces.

Incorrect Answers

A:

This alternative is relevant to Linux operating system and kernel module support but does not directly resolve the current DOCA host networking and RDMA driver stack issue: Inspect kernel version, signed modules, driver logs, package provenance and canary compatibility tests. Observed scenario: A BlueField-equipped worker runs a new DOCA package but older host networking modules prevent offload setup.

B:

This alternative is relevant to Host SSH certificates keys and OS access segregation but does not directly resolve the current DOCA host networking and RDMA driver stack issue: Review authorized key and account policy, SSH server settings, firewall reachability and authentication logs. Observed scenario: A BlueField-equipped worker runs a new DOCA package but older host networking modules prevent offload setup.

D:

This tempting but unsafe shortcut is not a sufficient remediation for DOCA host networking and RDMA driver stack: Treat the successful installation of a DOCA package as conclusive proof that every network and offload function works. A BlueField-equipped worker runs a new DOCA package but older host networking modules prevent offload setup.

Question 592

In a professional AI infrastructure deployment, a technician observes: A BlueField-equipped worker runs a new DOCA package but older host networking modules prevent offload setup. After corrective work, which observable result BEST confirms that the requirement is met? Select ONE best answer.

  1. The intended worker reliably reboots into the approved OS and image with the right management identity.
  2. Treat the successful installation of a DOCA package as conclusive proof that every network and offload function works.
  3. New and restarted nodes load the intended GPU and fabric drivers and pass required cluster smoke tests.
  4. Required RDMA and DOCA capabilities operate on canary and production nodes without incompatible modules.

Explanation

Correct Answer

D:

This is an observable verified result, not merely a claimed configuration change: Required RDMA and DOCA capabilities operate on canary and production nodes without incompatible modules. Observed scenario: A BlueField-equipped worker runs a new DOCA package but older host networking modules prevent offload setup.

Incorrect Answers

A:

This alternative is relevant to BCM image provisioning and PXE worker boot but does not directly resolve the current DOCA host networking and RDMA driver stack issue: The intended worker reliably reboots into the approved OS and image with the right management identity. Observed scenario: A BlueField-equipped worker runs a new DOCA package but older host networking modules prevent offload setup.

B:

This tempting but unsafe shortcut is not a sufficient remediation for DOCA host networking and RDMA driver stack: Treat the successful installation of a DOCA package as conclusive proof that every network and offload function works. A BlueField-equipped worker runs a new DOCA package but older host networking modules prevent offload setup. High-speed host networking requires matching kernel, firmware, provider libraries and DPU service interfaces.

C:

This alternative is relevant to Linux operating system and kernel module support but does not directly resolve the current DOCA host networking and RDMA driver stack issue: New and restarted nodes load the intended GPU and fabric drivers and pass required cluster smoke tests. Observed scenario: A BlueField-equipped worker runs a new DOCA package but older host networking modules prevent offload setup.

Question 593

The cluster operations team needs to evaluate this situation: A ConnectX upgrade installs firmware successfully while libibverbs still uses an incompatible provider. Which operational response is MOST appropriate to address the root issue? Select ONE best answer.

  1. Treat the successful installation of a DOCA package as conclusive proof that every network and offload function works.
  2. Enforce individual authenticated host access, network restrictions and tested key rotation with accountable emergency recovery.
  3. Define explicit BCM node categories and managed overrides for shared hardware and service configuration.
  4. Use NVIDIA-supported OFED or DOCA-host and driver packages and verify host-DPU compatibility before promotion.

Explanation

Correct Answer

D:

This is an appropriate correction for DOCA host networking and RDMA driver stack: Use NVIDIA-supported OFED or DOCA-host and driver packages and verify host-DPU compatibility before promotion. Observed scenario: A ConnectX upgrade installs firmware successfully while libibverbs still uses an incompatible provider.

Incorrect Answers

A:

This tempting but unsafe shortcut is not a sufficient remediation for DOCA host networking and RDMA driver stack: Treat the successful installation of a DOCA package as conclusive proof that every network and offload function works. A ConnectX upgrade installs firmware successfully while libibverbs still uses an incompatible provider.

B:

This alternative is relevant to Host SSH certificates keys and OS access segregation but does not directly resolve the current DOCA host networking and RDMA driver stack issue: Enforce individual authenticated host access, network restrictions and tested key rotation with accountable emergency recovery. Observed scenario: A ConnectX upgrade installs firmware successfully while libibverbs still uses an incompatible provider.

C:

This alternative is relevant to BCM node categories and role inheritance but does not directly resolve the current DOCA host networking and RDMA driver stack issue: Define explicit BCM node categories and managed overrides for shared hardware and service configuration. Observed scenario: A ConnectX upgrade installs firmware successfully while libibverbs still uses an incompatible provider.

Question 594

At a multi-node AI infrastructure handoff, the team records: A ConnectX upgrade installs firmware successfully while libibverbs still uses an incompatible provider. Which underlying infrastructure principle BEST explains the issue? Select ONE best answer.

  1. Adding a second management host does not prove cluster-manager continuity unless state and advertised services fail over.
  2. High-speed host networking requires matching kernel, firmware, provider libraries and DPU service interfaces.
  3. Treat the successful installation of a DOCA package as conclusive proof that every network and offload function works.
  4. A BCM category groups settings applied to member nodes; untracked manual changes may conflict with managed desired state.

Explanation

Correct Answer

B:

This is the governing infrastructure principle: High-speed host networking requires matching kernel, firmware, provider libraries and DPU service interfaces. Observed scenario: A ConnectX upgrade installs firmware successfully while libibverbs still uses an incompatible provider.

Incorrect Answers

A:

That option concerns BCM high availability and management failover. The acceptance condition is: Required RDMA and DOCA capabilities operate on canary and production nodes without incompatible modules.

C:

This tempting but unsafe shortcut is not a sufficient remediation for DOCA host networking and RDMA driver stack: Treat the successful installation of a DOCA package as conclusive proof that every network and offload function works. A ConnectX upgrade installs firmware successfully while libibverbs still uses an incompatible provider. High-speed host networking requires matching kernel, firmware, provider libraries and DPU service interfaces.

D:

That option concerns BCM node categories and role inheritance. The acceptance condition is: Required RDMA and DOCA capabilities operate on canary and production nodes without incompatible modules.

Question 595

During an NVIDIA AI factory acceptance test, engineers discover: A ConnectX upgrade installs firmware successfully while libibverbs still uses an incompatible provider. Which diagnostic evidence should be obtained FIRST to substantiate the likely fault or configuration gap? Select ONE best answer.

  1. Inspect DHCP leases, PXE requests, image revisions, BCM node mappings and host boot traces.
  2. Check HA roles, sync status, virtual management endpoint, database replication and isolation tests.
  3. Review driver package versions, RDMA verbs devices, BlueField firmware, module logs and network tests.
  4. Treat the successful installation of a DOCA package as conclusive proof that every network and offload function works.

Explanation

Correct Answer

C:

This is the direct operational evidence to investigate: Review driver package versions, RDMA verbs devices, BlueField firmware, module logs and network tests. Observed scenario: A ConnectX upgrade installs firmware successfully while libibverbs still uses an incompatible provider.

Incorrect Answers

A:

This alternative is relevant to BCM image provisioning and PXE worker boot but does not directly resolve the current DOCA host networking and RDMA driver stack issue: Inspect DHCP leases, PXE requests, image revisions, BCM node mappings and host boot traces. Observed scenario: A ConnectX upgrade installs firmware successfully while libibverbs still uses an incompatible provider.

B:

This alternative is relevant to BCM high availability and management failover but does not directly resolve the current DOCA host networking and RDMA driver stack issue: Check HA roles, sync status, virtual management endpoint, database replication and isolation tests. Observed scenario: A ConnectX upgrade installs firmware successfully while libibverbs still uses an incompatible provider.

D:

This tempting but unsafe shortcut is not a sufficient remediation for DOCA host networking and RDMA driver stack: Treat the successful installation of a DOCA package as conclusive proof that every network and offload function works. Observed scenario: A ConnectX upgrade installs firmware successfully while libibverbs still uses an incompatible provider. The governing mechanism is: High-speed host networking requires matching kernel, firmware, provider libraries and DPU service interfaces. The proportionate action is: Use NVIDIA-supported OFED or DOCA-host and driver packages and verify host-DPU compatibility before promotion.

Question 596

A production GPU cluster review identifies this condition: A ConnectX upgrade installs firmware successfully while libibverbs still uses an incompatible provider. After corrective work, which observable result BEST confirms that the requirement is met? Select ONE best answer.

  1. The host enumerates all supported GPUs through the intended driver after a reboot and kernel update.
  2. Required RDMA and DOCA capabilities operate on canary and production nodes without incompatible modules.
  3. The requested test job enters the correct partition and runs on an eligible healthy GPU node.
  4. Treat the successful installation of a DOCA package as conclusive proof that every network and offload function works.

Explanation

Correct Answer

B:

This is an observable verified result, not merely a claimed configuration change: Required RDMA and DOCA capabilities operate on canary and production nodes without incompatible modules. Observed scenario: A ConnectX upgrade installs firmware successfully while libibverbs still uses an incompatible provider.

Incorrect Answers

A:

This alternative is relevant to GPU driver modules and DKMS lifecycle but does not directly resolve the current DOCA host networking and RDMA driver stack issue: The host enumerates all supported GPUs through the intended driver after a reboot and kernel update. Observed scenario: A ConnectX upgrade installs firmware successfully while libibverbs still uses an incompatible provider.

C:

This alternative is relevant to Slurm controller partition setup but does not directly resolve the current DOCA host networking and RDMA driver stack issue: The requested test job enters the correct partition and runs on an eligible healthy GPU node. Observed scenario: A ConnectX upgrade installs firmware successfully while libibverbs still uses an incompatible provider.

D:

This tempting but unsafe shortcut is not a sufficient remediation for DOCA host networking and RDMA driver stack: Treat the successful installation of a DOCA package as conclusive proof that every network and offload function works. Observed scenario: A ConnectX upgrade installs firmware successfully while libibverbs still uses an incompatible provider. The governing mechanism is: High-speed host networking requires matching kernel, firmware, provider libraries and DPU service interfaces. The proportionate action is: Use NVIDIA-supported OFED or DOCA-host and driver packages and verify host-DPU compatibility before promotion. A direct check is: Review driver package versions, RDMA verbs devices, BlueField firmware, module logs and network tests. The acceptance condition is: Required RDMA and DOCA capabilities operate on canary and production nodes without incompatible modules.

Question 597

In a professional AI infrastructure deployment, a technician observes: A cluster-wide driver update disrupts RDMA traffic because host and DPU software were not tested together. Which operational response is MOST appropriate to address the root issue? Select ONE best answer.

  1. Treat the successful installation of a DOCA package as conclusive proof that every network and offload function works.
  2. Use NVIDIA-supported OFED or DOCA-host and driver packages and verify host-DPU compatibility before promotion.
  3. Configure supported BCM HA peers, synchronized services and planned failover tests with clear recovery boundaries.
  4. Install a supported NVIDIA driver branch, manage kernel-module compatibility and verify driver load and CUDA enumeration.

Explanation

Correct Answer

B:

This is an appropriate correction for DOCA host networking and RDMA driver stack: Use NVIDIA-supported OFED or DOCA-host and driver packages and verify host-DPU compatibility before promotion. Observed scenario: A cluster-wide driver update disrupts RDMA traffic because host and DPU software were not tested together.

Incorrect Answers

A:

This tempting but unsafe shortcut is not a sufficient remediation for DOCA host networking and RDMA driver stack: Treat the successful installation of a DOCA package as conclusive proof that every network and offload function works. A cluster-wide driver update disrupts RDMA traffic because host and DPU software were not tested together.

C:

This alternative is relevant to BCM high availability and management failover but does not directly resolve the current DOCA host networking and RDMA driver stack issue: Configure supported BCM HA peers, synchronized services and planned failover tests with clear recovery boundaries. Observed scenario: A cluster-wide driver update disrupts RDMA traffic because host and DPU software were not tested together.

D:

This alternative is relevant to GPU driver modules and DKMS lifecycle but does not directly resolve the current DOCA host networking and RDMA driver stack issue: Install a supported NVIDIA driver branch, manage kernel-module compatibility and verify driver load and CUDA enumeration. Observed scenario: A cluster-wide driver update disrupts RDMA traffic because host and DPU software were not tested together.

Question 598

The cluster operations team needs to evaluate this situation: A cluster-wide driver update disrupts RDMA traffic because host and DPU software were not tested together. Which underlying infrastructure principle BEST explains the issue? Select ONE best answer.

  1. Treat the successful installation of a DOCA package as conclusive proof that every network and offload function works.
  2. IP connectivity does not prove correct RDMA capability, link aggregation or loss and congestion treatment.
  3. High-speed host networking requires matching kernel, firmware, provider libraries and DPU service interfaces.
  4. CUDA user-space tools require a functioning compatible kernel driver; package presence alone is insufficient.

Explanation

Correct Answer

C:

This is the governing infrastructure principle: High-speed host networking requires matching kernel, firmware, provider libraries and DPU service interfaces. Observed scenario: A cluster-wide driver update disrupts RDMA traffic because host and DPU software were not tested together.

Incorrect Answers

A:

This tempting but unsafe shortcut is not a sufficient remediation for DOCA host networking and RDMA driver stack: Treat the successful installation of a DOCA package as conclusive proof that every network and offload function works. A cluster-wide driver update disrupts RDMA traffic because host and DPU software were not tested together. High-speed host networking requires matching kernel, firmware, provider libraries and DPU service interfaces.

B:

That option concerns Compute fabric interface bonding and RDMA prerequisites. The acceptance condition is: Required RDMA and DOCA capabilities operate on canary and production nodes without incompatible modules.

D:

That option concerns GPU driver modules and DKMS lifecycle. The acceptance condition is: Required RDMA and DOCA capabilities operate on canary and production nodes without incompatible modules.

Question 599

At a multi-node AI infrastructure handoff, the team records: A cluster-wide driver update disrupts RDMA traffic because host and DPU software were not tested together. Which diagnostic evidence should be obtained FIRST to substantiate the likely fault or configuration gap? Select ONE best answer.

  1. Inspect category membership, inherited images, node overrides, resulting configuration and change impact.
  2. Treat the successful installation of a DOCA package as conclusive proof that every network and offload function works.
  3. Review driver package versions, RDMA verbs devices, BlueField firmware, module logs and network tests.
  4. Review slurm.conf, controller health, partition listings, node state and a submitted sample job.

Explanation

Correct Answer

C:

This is the direct operational evidence to investigate: Review driver package versions, RDMA verbs devices, BlueField firmware, module logs and network tests. Observed scenario: A cluster-wide driver update disrupts RDMA traffic because host and DPU software were not tested together.

Incorrect Answers

A:

This alternative is relevant to BCM node categories and role inheritance but does not directly resolve the current DOCA host networking and RDMA driver stack issue: Inspect category membership, inherited images, node overrides, resulting configuration and change impact. Observed scenario: A cluster-wide driver update disrupts RDMA traffic because host and DPU software were not tested together.

B:

This tempting but unsafe shortcut is not a sufficient remediation for DOCA host networking and RDMA driver stack: Treat the successful installation of a DOCA package as conclusive proof that every network and offload function works. Observed scenario: A cluster-wide driver update disrupts RDMA traffic because host and DPU software were not tested together. The governing mechanism is: High-speed host networking requires matching kernel, firmware, provider libraries and DPU service interfaces. The proportionate action is: Use NVIDIA-supported OFED or DOCA-host and driver packages and verify host-DPU compatibility before promotion.

D:

This alternative is relevant to Slurm controller partition setup but does not directly resolve the current DOCA host networking and RDMA driver stack issue: Review slurm.conf, controller health, partition listings, node state and a submitted sample job. Observed scenario: A cluster-wide driver update disrupts RDMA traffic because host and DPU software were not tested together.

Question 600

During an NVIDIA AI factory acceptance test, engineers discover: A cluster-wide driver update disrupts RDMA traffic because host and DPU software were not tested together. Which THREE elements together establish the appropriate corrective action, independent test evidence and verified successful outcome? Select THREE answers.

  1. Use NVIDIA-supported OFED or DOCA-host and driver packages and verify host-DPU compatibility before promotion.
  2. Inspect module binding, driver versions, dmesg, Secure Boot signatures and a CUDA device-query test.
  3. Install the supported BCM head-node services and preserve configuration data before provisioning and accepting workers.
  4. Review driver package versions, RDMA verbs devices, BlueField firmware, module logs and network tests.
  5. Required RDMA and DOCA capabilities operate on canary and production nodes without incompatible modules.
  6. Treat the successful installation of a DOCA package as conclusive proof that every network and offload function works.

Explanation

Correct Answers

A:

This is an appropriate correction for DOCA host networking and RDMA driver stack: Use NVIDIA-supported OFED or DOCA-host and driver packages and verify host-DPU compatibility before promotion. Observed scenario: A cluster-wide driver update disrupts RDMA traffic because host and DPU software were not tested together. The governing mechanism is: High-speed host networking requires matching kernel, firmware, provider libraries and DPU service interfaces.

D:

This is the direct operational evidence to investigate: Review driver package versions, RDMA verbs devices, BlueField firmware, module logs and network tests. Observed scenario: A cluster-wide driver update disrupts RDMA traffic because host and DPU software were not tested together. The governing mechanism is: High-speed host networking requires matching kernel, firmware, provider libraries and DPU service interfaces.

E:

This is an observable verified result, not merely a claimed configuration change: Required RDMA and DOCA capabilities operate on canary and production nodes without incompatible modules. Observed scenario: A cluster-wide driver update disrupts RDMA traffic because host and DPU software were not tested together.

Incorrect Answers

B:

This alternative is relevant to GPU driver modules and DKMS lifecycle but does not directly resolve the current DOCA host networking and RDMA driver stack issue: Inspect module binding, driver versions, dmesg, Secure Boot signatures and a CUDA device-query test. Observed scenario: A cluster-wide driver update disrupts RDMA traffic because host and DPU software were not tested together.

C:

That option concerns Base Command Manager head-node installation. High-speed host networking requires matching kernel, firmware, provider libraries and DPU service interfaces.

F:

This tempting but unsafe shortcut is not a sufficient remediation for DOCA host networking and RDMA driver stack: Treat the successful installation of a DOCA package as conclusive proof that every network and offload function works. Observed scenario: A cluster-wide driver update disrupts RDMA traffic because host and DPU software were not tested together. The governing mechanism is: High-speed host networking requires matching kernel, firmware, provider libraries and DPU service interfaces. The proportionate action is: Use NVIDIA-supported OFED or DOCA-host and driver packages and verify host-DPU compatibility before promotion. A direct check is: Review driver package versions, RDMA verbs devices, BlueField firmware, module logs and network tests. The acceptance condition is: Required RDMA and DOCA capabilities operate on canary and production nodes without incompatible modules.

NCP-AI Infrastructure (NCP-AII) Practice Tests