NVIDIA NCP-AII Practice Test 46
Question 450
During an NVIDIA AI factory acceptance test, engineers discover: During planned head-node maintenance all provisioning and cluster control stop despite an advertised HA design. Which TWO complementary elements are needed: the correct technical action and the strongest independent diagnostic evidence? Select TWO answers.
- Review authorized key and account policy, SSH server settings, firewall reachability and authentication logs.
- Align supported interface or bond configuration, RDMA stack and fabric QoS with the cluster topology.
- Check HA roles, sync status, virtual management endpoint, database replication and isolation tests.
- Configure supported BCM HA peers, synchronized services and planned failover tests with clear recovery boundaries.
- Call BCM highly available solely because a second server has the same hostname printed on its asset label.
Explanation
Correct Answers
C:This is the direct operational evidence to investigate: Check HA roles, sync status, virtual management endpoint, database replication and isolation tests. Observed scenario: During planned head-node maintenance all provisioning and cluster control stop despite an advertised HA design.
D:This is an appropriate correction for BCM high availability and management failover: Configure supported BCM HA peers, synchronized services and planned failover tests with clear recovery boundaries. Observed scenario: During planned head-node maintenance all provisioning and cluster control stop despite an advertised HA design. The governing mechanism is: Adding a second management host does not prove cluster-manager continuity unless state and advertised services fail over.
Incorrect Answers
A:This alternative is relevant to Host SSH certificates keys and OS access segregation but does not directly resolve the current BCM high availability and management failover issue: Review authorized key and account policy, SSH server settings, firewall reachability and authentication logs. Observed scenario: During planned head-node maintenance all provisioning and cluster control stop despite an advertised HA design.
B:This alternative is relevant to Compute fabric interface bonding and RDMA prerequisites but does not directly resolve the current BCM high availability and management failover issue: Align supported interface or bond configuration, RDMA stack and fabric QoS with the cluster topology. Observed scenario: During planned head-node maintenance all provisioning and cluster control stop despite an advertised HA design.
E:This tempting but unsafe shortcut is not a sufficient remediation for BCM high availability and management failover: Call BCM highly available solely because a second server has the same hostname printed on its asset label. During planned head-node maintenance all provisioning and cluster control stop despite an advertised HA design. Adding a second management host does not prove cluster-manager continuity unless state and advertised services fail over.
Question 451
A production GPU cluster review identifies this condition: During planned head-node maintenance all provisioning and cluster control stop despite an advertised HA design. Which diagnostic evidence should be obtained FIRST to substantiate the likely fault or configuration gap? Select ONE best answer.
- Check HA roles, sync status, virtual management endpoint, database replication and isolation tests.
- Call BCM highly available solely because a second server has the same hostname printed on its asset label.
- Inspect category membership, inherited images, node overrides, resulting configuration and change impact.
- Inspect slurmd discovery, gres configuration, CUDA_VISIBLE_DEVICES and simultaneous job placement.
Explanation
Correct Answer
A:This is the direct operational evidence to investigate: Check HA roles, sync status, virtual management endpoint, database replication and isolation tests. Observed scenario: During planned head-node maintenance all provisioning and cluster control stop despite an advertised HA design. The governing mechanism is: Adding a second management host does not prove cluster-manager continuity unless state and advertised services fail over.
Incorrect Answers
B:This tempting but unsafe shortcut is not a sufficient remediation for BCM high availability and management failover: Call BCM highly available solely because a second server has the same hostname printed on its asset label. Observed scenario: During planned head-node maintenance all provisioning and cluster control stop despite an advertised HA design. The governing mechanism is: Adding a second management host does not prove cluster-manager continuity unless state and advertised services fail over. The proportionate action is: Configure supported BCM HA peers, synchronized services and planned failover tests with clear recovery boundaries.
C:This alternative is relevant to BCM node categories and role inheritance but does not directly resolve the current BCM high availability and management failover issue: Inspect category membership, inherited images, node overrides, resulting configuration and change impact. Observed scenario: During planned head-node maintenance all provisioning and cluster control stop despite an advertised HA design.
D:This alternative is relevant to Slurm GPU GRES enumeration and device mapping but does not directly resolve the current BCM high availability and management failover issue: Inspect slurmd discovery, gres configuration, CUDA_VISIBLE_DEVICES and simultaneous job placement. Observed scenario: During planned head-node maintenance all provisioning and cluster control stop despite an advertised HA design.
Question 452
In a professional AI infrastructure deployment, a technician observes: During planned head-node maintenance all provisioning and cluster control stop despite an advertised HA design. After corrective work, which observable result BEST confirms that the requirement is met? Select ONE best answer.
- Call BCM highly available solely because a second server has the same hostname printed on its asset label.
- The management node reports correct cluster state and consistently deploys an approved image to intended nodes.
- Each workload reaches the intended high-speed path and RDMA transfer passes with correct device selection.
- A planned primary outage transfers management to standby without losing cluster configuration integrity.
Explanation
Correct Answer
D:This is an observable verified result, not merely a claimed configuration change: A planned primary outage transfers management to standby without losing cluster configuration integrity. Observed scenario: During planned head-node maintenance all provisioning and cluster control stop despite an advertised HA design.
Incorrect Answers
A:This tempting but unsafe shortcut is not a sufficient remediation for BCM high availability and management failover: Call BCM highly available solely because a second server has the same hostname printed on its asset label. Observed scenario: During planned head-node maintenance all provisioning and cluster control stop despite an advertised HA design. The governing mechanism is: Adding a second management host does not prove cluster-manager continuity unless state and advertised services fail over. The proportionate action is: Configure supported BCM HA peers, synchronized services and planned failover tests with clear recovery boundaries. A direct check is: Check HA roles, sync status, virtual management endpoint, database replication and isolation tests. The acceptance condition is: A planned primary outage transfers management to standby without losing cluster configuration integrity.
B:This alternative is relevant to Base Command Manager head-node installation but does not directly resolve the current BCM high availability and management failover issue: The management node reports correct cluster state and consistently deploys an approved image to intended nodes. Observed scenario: During planned head-node maintenance all provisioning and cluster control stop despite an advertised HA design.
C:This alternative is relevant to Compute fabric interface bonding and RDMA prerequisites but does not directly resolve the current BCM high availability and management failover issue: Each workload reaches the intended high-speed path and RDMA transfer passes with correct device selection. Observed scenario: During planned head-node maintenance all provisioning and cluster control stop despite an advertised HA design.
Question 453
The cluster operations team needs to evaluate this situation: A configuration change updates the primary manager but fails to replicate critical management state to standby. Which operational response is MOST appropriate to address the root issue? Select ONE best answer.
- Define explicit BCM node categories and managed overrides for shared hardware and service configuration.
- Install the supported BCM head-node services and preserve configuration data before provisioning and accepting workers.
- Configure supported BCM HA peers, synchronized services and planned failover tests with clear recovery boundaries.
- Call BCM highly available solely because a second server has the same hostname printed on its asset label.
Explanation
Correct Answer
C:This is an appropriate correction for BCM high availability and management failover: Configure supported BCM HA peers, synchronized services and planned failover tests with clear recovery boundaries. Observed scenario: A configuration change updates the primary manager but fails to replicate critical management state to standby.
Incorrect Answers
A:This alternative is relevant to BCM node categories and role inheritance but does not directly resolve the current BCM high availability and management failover issue: Define explicit BCM node categories and managed overrides for shared hardware and service configuration. Observed scenario: A configuration change updates the primary manager but fails to replicate critical management state to standby.
B:This alternative is relevant to Base Command Manager head-node installation but does not directly resolve the current BCM high availability and management failover issue: Install the supported BCM head-node services and preserve configuration data before provisioning and accepting workers. Observed scenario: A configuration change updates the primary manager but fails to replicate critical management state to standby.
D:This tempting but unsafe shortcut is not a sufficient remediation for BCM high availability and management failover: Call BCM highly available solely because a second server has the same hostname printed on its asset label. A configuration change updates the primary manager but fails to replicate critical management state to standby.
Question 454
At a multi-node AI infrastructure handoff, the team records: A configuration change updates the primary manager but fails to replicate critical management state to standby. Which underlying infrastructure principle BEST explains the issue? Select ONE best answer.
- Adding a second management host does not prove cluster-manager continuity unless state and advertised services fail over.
- AI cluster authorization spans OS, scheduler, containers and shared datasets; one login control does not cover them all.
- Call BCM highly available solely because a second server has the same hostname printed on its asset label.
- A working Slurm daemon is not enough; partitions determine which nodes and resources can serve jobs.
Explanation
Correct Answer
A:This is the governing infrastructure principle: Adding a second management host does not prove cluster-manager continuity unless state and advertised services fail over. Observed scenario: A configuration change updates the primary manager but fails to replicate critical management state to standby.
Incorrect Answers
B:That option concerns Cluster user identities quota and access management, not the requirement in this case.
C:This tempting but unsafe shortcut is not a sufficient remediation for BCM high availability and management failover: Call BCM highly available solely because a second server has the same hostname printed on its asset label. A configuration change updates the primary manager but fails to replicate critical management state to standby. Adding a second management host does not prove cluster-manager continuity unless state and advertised services fail over.
D:That option concerns Slurm controller partition setup. The acceptance condition is: A planned primary outage transfers management to standby without losing cluster configuration integrity.
Question 455
During an NVIDIA AI factory acceptance test, engineers discover: A configuration change updates the primary manager but fails to replicate critical management state to standby. Which diagnostic evidence should be obtained FIRST to substantiate the likely fault or configuration gap? Select ONE best answer.
- Check HA roles, sync status, virtual management endpoint, database replication and isolation tests.
- Inspect DHCP leases, PXE requests, image revisions, BCM node mappings and host boot traces.
- Inspect BCM service health, database backups, node discovery, management interfaces and provisioning records.
- Call BCM highly available solely because a second server has the same hostname printed on its asset label.
Explanation
Correct Answer
A:This is the direct operational evidence to investigate: Check HA roles, sync status, virtual management endpoint, database replication and isolation tests. Observed scenario: A configuration change updates the primary manager but fails to replicate critical management state to standby.
Incorrect Answers
B:This alternative is relevant to BCM image provisioning and PXE worker boot but does not directly resolve the current BCM high availability and management failover issue: Inspect DHCP leases, PXE requests, image revisions, BCM node mappings and host boot traces. Observed scenario: A configuration change updates the primary manager but fails to replicate critical management state to standby.
C:This alternative is relevant to Base Command Manager head-node installation but does not directly resolve the current BCM high availability and management failover issue: Inspect BCM service health, database backups, node discovery, management interfaces and provisioning records. Observed scenario: A configuration change updates the primary manager but fails to replicate critical management state to standby.
D:This tempting but unsafe shortcut is not a sufficient remediation for BCM high availability and management failover: Call BCM highly available solely because a second server has the same hostname printed on its asset label. Observed scenario: A configuration change updates the primary manager but fails to replicate critical management state to standby. The governing mechanism is: Adding a second management host does not prove cluster-manager continuity unless state and advertised services fail over. The proportionate action is: Configure supported BCM HA peers, synchronized services and planned failover tests with clear recovery boundaries.
Question 456
A production GPU cluster review identifies this condition: A configuration change updates the primary manager but fails to replicate critical management state to standby. After corrective work, which observable result BEST confirms that the requirement is met? Select ONE best answer.
- Call BCM highly available solely because a second server has the same hostname printed on its asset label.
- Approved operators reach only assigned nodes and unauthorized sessions fail with traceable audit events.
- The management node reports correct cluster state and consistently deploys an approved image to intended nodes.
- A planned primary outage transfers management to standby without losing cluster configuration integrity.
Explanation
Correct Answer
D:This is an observable verified result, not merely a claimed configuration change: A planned primary outage transfers management to standby without losing cluster configuration integrity. Observed scenario: A configuration change updates the primary manager but fails to replicate critical management state to standby.
Incorrect Answers
A:This tempting but unsafe shortcut is not a sufficient remediation for BCM high availability and management failover: Call BCM highly available solely because a second server has the same hostname printed on its asset label. Observed scenario: A configuration change updates the primary manager but fails to replicate critical management state to standby. The governing mechanism is: Adding a second management host does not prove cluster-manager continuity unless state and advertised services fail over. The proportionate action is: Configure supported BCM HA peers, synchronized services and planned failover tests with clear recovery boundaries. A direct check is: Check HA roles, sync status, virtual management endpoint, database replication and isolation tests. The acceptance condition is: A planned primary outage transfers management to standby without losing cluster configuration integrity.
B:This alternative is relevant to Host SSH certificates keys and OS access segregation but does not directly resolve the current BCM high availability and management failover issue: Approved operators reach only assigned nodes and unauthorized sessions fail with traceable audit events. Observed scenario: A configuration change updates the primary manager but fails to replicate critical management state to standby.
C:This alternative is relevant to Base Command Manager head-node installation but does not directly resolve the current BCM high availability and management failover issue: The management node reports correct cluster state and consistently deploys an approved image to intended nodes. Observed scenario: A configuration change updates the primary manager but fails to replicate critical management state to standby.
Question 457
In a professional AI infrastructure deployment, a technician observes: GPU workers assigned to a general-purpose category receive CPU-only image settings and missing driver packages. Which operational response is MOST appropriate to address the root issue? Select ONE best answer.
- Validate DHCP/PXE services, provisioned image and node identity mapping, then test clean node reboots.
- Define explicit BCM node categories and managed overrides for shared hardware and service configuration.
- Define queue priority, reservations and preemption or checkpoint controls suited to workload importance.
- Treat managed BCM category configuration as merely a label that cannot overwrite manually modified worker settings.
Explanation
Correct Answer
B:This is an appropriate correction for BCM node categories and role inheritance: Define explicit BCM node categories and managed overrides for shared hardware and service configuration. Observed scenario: GPU workers assigned to a general-purpose category receive CPU-only image settings and missing driver packages.
Incorrect Answers
A:This alternative is relevant to BCM image provisioning and PXE worker boot but does not directly resolve the current BCM node categories and role inheritance issue: Validate DHCP/PXE services, provisioned image and node identity mapping, then test clean node reboots. Observed scenario: GPU workers assigned to a general-purpose category receive CPU-only image settings and missing driver packages.
C:This alternative is relevant to Slurm scheduling time limits fairness and preemption but does not directly resolve the current BCM node categories and role inheritance issue: Define queue priority, reservations and preemption or checkpoint controls suited to workload importance. Observed scenario: GPU workers assigned to a general-purpose category receive CPU-only image settings and missing driver packages.
D:This tempting but unsafe shortcut is not a sufficient remediation for BCM node categories and role inheritance: Treat managed BCM category configuration as merely a label that cannot overwrite manually modified worker settings.
Question 458
The cluster operations team needs to evaluate this situation: GPU workers assigned to a general-purpose category receive CPU-only image settings and missing driver packages. Which underlying infrastructure principle BEST explains the issue? Select ONE best answer.
- Schedulers allocate declared GPU resources; a mismatch between configured GRES and detected devices causes wrong placement.
- Treat managed BCM category configuration as merely a label that cannot overwrite manually modified worker settings.
- A BCM category groups settings applied to member nodes; untracked manual changes may conflict with managed desired state.
- Cluster managers coordinate images, nodes, services and configuration; worker OS boot cannot replace control-plane readiness.
Explanation
Correct Answer
C:This is the governing infrastructure principle: A BCM category groups settings applied to member nodes; untracked manual changes may conflict with managed desired state. Observed scenario: GPU workers assigned to a general-purpose category receive CPU-only image settings and missing driver packages.
Incorrect Answers
A:That option concerns Slurm GPU GRES enumeration and device mapping. The acceptance condition is: Correct GPU workers receive the intended profile without unrelated node categories being modified.
B:This tempting but unsafe shortcut is not a sufficient remediation for BCM node categories and role inheritance: Treat managed BCM category configuration as merely a label that cannot overwrite manually modified worker settings. A BCM category groups settings applied to member nodes; untracked manual changes may conflict with managed desired state.
D:This alternative is relevant to Base Command Manager head-node installation but does not directly resolve the current BCM node categories and role inheritance issue: Cluster managers coordinate images, nodes, services and configuration; worker OS boot cannot replace control-plane readiness. Observed scenario: GPU workers assigned to a general-purpose category receive CPU-only image settings and missing driver packages.
Question 459
At a multi-node AI infrastructure handoff, the team records: GPU workers assigned to a general-purpose category receive CPU-only image settings and missing driver packages. Which diagnostic evidence should be obtained FIRST to substantiate the likely fault or configuration gap? Select ONE best answer.
- Inspect interfaces, RDMA devices, routing, bond membership, link counters and representative transfer tests.
- Treat managed BCM category configuration as merely a label that cannot overwrite manually modified worker settings.
- Review slurm.conf, controller health, partition listings, node state and a submitted sample job.
- Inspect category membership, inherited images, node overrides, resulting configuration and change impact.
Explanation
Correct Answer
D:This is the direct operational evidence to investigate: Inspect category membership, inherited images, node overrides, resulting configuration and change impact. Observed scenario: GPU workers assigned to a general-purpose category receive CPU-only image settings and missing driver packages.
Incorrect Answers
A:This alternative is relevant to Compute fabric interface bonding and RDMA prerequisites but does not directly resolve the current BCM node categories and role inheritance issue: Inspect interfaces, RDMA devices, routing, bond membership, link counters and representative transfer tests. Observed scenario: GPU workers assigned to a general-purpose category receive CPU-only image settings and missing driver packages.
B:This tempting but unsafe shortcut is not a sufficient remediation for BCM node categories and role inheritance: Treat managed BCM category configuration as merely a label that cannot overwrite manually modified worker settings. GPU workers assigned to a general-purpose category receive CPU-only image settings and missing driver packages.
C:This alternative is relevant to Slurm controller partition setup but does not directly resolve the current BCM node categories and role inheritance issue: Review slurm.conf, controller health, partition listings, node state and a submitted sample job. Observed scenario: GPU workers assigned to a general-purpose category receive CPU-only image settings and missing driver packages.
Question 460
During an NVIDIA AI factory acceptance test, engineers discover: GPU workers assigned to a general-purpose category receive CPU-only image settings and missing driver packages. Which TWO complementary elements are needed: the correct technical action and the strongest independent diagnostic evidence? Select TWO answers.
- Inspect kernel version, signed modules, driver logs, package provenance and canary compatibility tests.
- Treat managed BCM category configuration as merely a label that cannot overwrite manually modified worker settings.
- Define explicit BCM node categories and managed overrides for shared hardware and service configuration.
- Align supported interface or bond configuration, RDMA stack and fabric QoS with the cluster topology.
- Inspect category membership, inherited images, node overrides, resulting configuration and change impact.
Explanation
Correct Answers
C:This is an appropriate correction for BCM node categories and role inheritance: Define explicit BCM node categories and managed overrides for shared hardware and service configuration. Observed scenario: GPU workers assigned to a general-purpose category receive CPU-only image settings and missing driver packages. The governing mechanism is: A BCM category groups settings applied to member nodes; untracked manual changes may conflict with managed desired state.
E:This is the direct operational evidence to investigate: Inspect category membership, inherited images, node overrides, resulting configuration and change impact. Observed scenario: GPU workers assigned to a general-purpose category receive CPU-only image settings and missing driver packages. The governing mechanism is: A BCM category groups settings applied to member nodes; untracked manual changes may conflict with managed desired state.
Incorrect Answers
A:This alternative is relevant to Linux operating system and kernel module support but does not directly resolve the current BCM node categories and role inheritance issue: Inspect kernel version, signed modules, driver logs, package provenance and canary compatibility tests. Observed scenario: GPU workers assigned to a general-purpose category receive CPU-only image settings and missing driver packages.
B:This tempting but unsafe shortcut is not a sufficient remediation for BCM node categories and role inheritance: Treat managed BCM category configuration as merely a label that cannot overwrite manually modified worker settings. GPU workers assigned to a general-purpose category receive CPU-only image settings and missing driver packages. A BCM category groups settings applied to member nodes; untracked manual changes may conflict with managed desired state.
D:This alternative is relevant to Compute fabric interface bonding and RDMA prerequisites but does not directly resolve the current BCM node categories and role inheritance issue: Align supported interface or bond configuration, RDMA stack and fabric QoS with the cluster topology. Observed scenario: GPU workers assigned to a general-purpose category receive CPU-only image settings and missing driver packages.