NVIDIA NCP-AII Practice Test 45
Question 440
During an NVIDIA AI factory acceptance test, engineers discover: An administrator starts workload scheduling before the cluster manager has discovered and accepted node hardware. Which TWO complementary elements are needed: the correct technical action and the strongest independent diagnostic evidence? Select TWO answers.
- Inspect slurmd discovery, gres configuration, CUDA_VISIBLE_DEVICES and simultaneous job placement.
- Assume a collection of individually installed Linux servers is a fully managed cluster without working BCM services.
- Install the supported BCM head-node services and preserve configuration data before provisioning and accepting workers.
- Inspect BCM service health, database backups, node discovery, management interfaces and provisioning records.
- Define explicit BCM node categories and managed overrides for shared hardware and service configuration.
Explanation
Correct Answers
C:This is an appropriate correction for Base Command Manager head-node installation: Install the supported BCM head-node services and preserve configuration data before provisioning and accepting workers. Observed scenario: An administrator starts workload scheduling before the cluster manager has discovered and accepted node hardware. The governing mechanism is: Cluster managers coordinate images, nodes, services and configuration; worker OS boot cannot replace control-plane readiness.
D:This is the direct operational evidence to investigate: Inspect BCM service health, database backups, node discovery, management interfaces and provisioning records. Observed scenario: An administrator starts workload scheduling before the cluster manager has discovered and accepted node hardware. The governing mechanism is: Cluster managers coordinate images, nodes, services and configuration; worker OS boot cannot replace control-plane readiness.
Incorrect Answers
A:That option concerns Slurm GPU GRES enumeration and device mapping. Cluster managers coordinate images, nodes, services and configuration; worker OS boot cannot replace control-plane readiness.
B:This tempting but unsafe shortcut is not a sufficient remediation for Base Command Manager head-node installation: Assume a collection of individually installed Linux servers is a fully managed cluster without working BCM services. Observed scenario: An administrator starts workload scheduling before the cluster manager has discovered and accepted node hardware. The governing mechanism is: Cluster managers coordinate images, nodes, services and configuration; worker OS boot cannot replace control-plane readiness. The proportionate action is: Install the supported BCM head-node services and preserve configuration data before provisioning and accepting workers. A direct check is: Inspect BCM service health, database backups, node discovery, management interfaces and provisioning records. The acceptance condition is: The management node reports correct cluster state and consistently deploys an approved image to intended nodes.
E:This alternative is relevant to BCM node categories and role inheritance but does not directly resolve the current Base Command Manager head-node installation issue: Define explicit BCM node categories and managed overrides for shared hardware and service configuration. Observed scenario: An administrator starts workload scheduling before the cluster manager has discovered and accepted node hardware.
Question 441
A production GPU cluster review identifies this condition: A rebuild restores the OS but not the BCM database and loses category and node ownership settings. Which operational response is MOST appropriate to address the root issue? Select ONE best answer.
- Install the supported BCM head-node services and preserve configuration data before provisioning and accepting workers.
- Assume a collection of individually installed Linux servers is a fully managed cluster without working BCM services.
- Define supported Slurm controller, compute nodes, partitions and authorized scheduling policies together.
- Enforce individual authenticated host access, network restrictions and tested key rotation with accountable emergency recovery.
Explanation
Correct Answer
A:This is an appropriate correction for Base Command Manager head-node installation: Install the supported BCM head-node services and preserve configuration data before provisioning and accepting workers. Observed scenario: A rebuild restores the OS but not the BCM database and loses category and node ownership settings.
Incorrect Answers
B:This tempting but unsafe shortcut is not a sufficient remediation for Base Command Manager head-node installation: Assume a collection of individually installed Linux servers is a fully managed cluster without working BCM services. A rebuild restores the OS but not the BCM database and loses category and node ownership settings.
C:This alternative is relevant to Slurm controller partition setup but does not directly resolve the current Base Command Manager head-node installation issue: Define supported Slurm controller, compute nodes, partitions and authorized scheduling policies together. Observed scenario: A rebuild restores the OS but not the BCM database and loses category and node ownership settings.
D:This alternative is relevant to Host SSH certificates keys and OS access segregation but does not directly resolve the current Base Command Manager head-node installation issue: Enforce individual authenticated host access, network restrictions and tested key rotation with accountable emergency recovery. Observed scenario: A rebuild restores the OS but not the BCM database and loses category and node ownership settings.
Question 442
In a professional AI infrastructure deployment, a technician observes: A rebuild restores the OS but not the BCM database and loses category and node ownership settings. Which underlying infrastructure principle BEST explains the issue? Select ONE best answer.
- Cluster managers coordinate images, nodes, services and configuration; worker OS boot cannot replace control-plane readiness.
- Host administration requires least privilege and credential lifecycle control independently of GPU job permissions.
- Assume a collection of individually installed Linux servers is a fully managed cluster without working BCM services.
- 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: Cluster managers coordinate images, nodes, services and configuration; worker OS boot cannot replace control-plane readiness. Observed scenario: A rebuild restores the OS but not the BCM database and loses category and node ownership settings.
Incorrect Answers
B:This alternative is relevant to Host SSH certificates keys and OS access segregation but does not directly resolve the current Base Command Manager head-node installation issue: Host administration requires least privilege and credential lifecycle control independently of GPU job permissions. Observed scenario: A rebuild restores the OS but not the BCM database and loses category and node ownership settings.
C:This tempting but unsafe shortcut is not a sufficient remediation for Base Command Manager head-node installation: Assume a collection of individually installed Linux servers is a fully managed cluster without working BCM services. A rebuild restores the OS but not the BCM database and loses category and node ownership settings. Cluster managers coordinate images, nodes, services and configuration; worker OS boot cannot replace control-plane readiness.
D:This alternative is relevant to Slurm controller partition setup but does not directly resolve the current Base Command Manager head-node installation issue: A working Slurm daemon is not enough; partitions determine which nodes and resources can serve jobs. Observed scenario: A rebuild restores the OS but not the BCM database and loses category and node ownership settings.
Question 443
The cluster operations team needs to evaluate this situation: A rebuild restores the OS but not the BCM database and loses category and node ownership settings. Which diagnostic evidence should be obtained FIRST to substantiate the likely fault or configuration gap? Select ONE best answer.
- Review slurm.conf, controller health, partition listings, node state and a submitted sample job.
- Inspect BCM service health, database backups, node discovery, management interfaces and provisioning records.
- Assume a collection of individually installed Linux servers is a fully managed cluster without working BCM services.
- Inspect DHCP leases, PXE requests, image revisions, BCM node mappings and host boot traces.
Explanation
Correct Answer
B:This is the direct operational evidence to investigate: Inspect BCM service health, database backups, node discovery, management interfaces and provisioning records. Observed scenario: A rebuild restores the OS but not the BCM database and loses category and node ownership settings.
Incorrect Answers
A:This alternative is relevant to Slurm controller partition setup but does not directly resolve the current Base Command Manager head-node installation issue: Review slurm.conf, controller health, partition listings, node state and a submitted sample job. Observed scenario: A rebuild restores the OS but not the BCM database and loses category and node ownership settings.
C:This tempting but unsafe shortcut is not a sufficient remediation for Base Command Manager head-node installation: Assume a collection of individually installed Linux servers is a fully managed cluster without working BCM services. Observed scenario: A rebuild restores the OS but not the BCM database and loses category and node ownership settings. The governing mechanism is: Cluster managers coordinate images, nodes, services and configuration; worker OS boot cannot replace control-plane readiness. The proportionate action is: Install the supported BCM head-node services and preserve configuration data before provisioning and accepting workers.
D:This alternative is relevant to BCM image provisioning and PXE worker boot but does not directly resolve the current Base Command Manager head-node installation issue: Inspect DHCP leases, PXE requests, image revisions, BCM node mappings and host boot traces. Observed scenario: A rebuild restores the OS but not the BCM database and loses category and node ownership settings.
Question 444
At a multi-node AI infrastructure handoff, the team records: A rebuild restores the OS but not the BCM database and loses category and node ownership settings. After corrective work, which observable result BEST confirms that the requirement is met? Select ONE best answer.
- A planned primary outage transfers management to standby without losing cluster configuration integrity.
- Assume a collection of individually installed Linux servers is a fully managed cluster without working BCM services.
- Correct GPU workers receive the intended profile without unrelated node categories being modified.
- The management node reports correct cluster state and consistently deploys an approved image to intended nodes.
Explanation
Correct Answer
D:This is an observable verified result, not merely a claimed configuration change: The management node reports correct cluster state and consistently deploys an approved image to intended nodes. Observed scenario: A rebuild restores the OS but not the BCM database and loses category and node ownership settings.
Incorrect Answers
A:This alternative is relevant to BCM high availability and management failover but does not directly resolve the current Base Command Manager head-node installation issue: A planned primary outage transfers management to standby without losing cluster configuration integrity. Observed scenario: A rebuild restores the OS but not the BCM database and loses category and node ownership settings.
B:This tempting but unsafe shortcut is not a sufficient remediation for Base Command Manager head-node installation: Assume a collection of individually installed Linux servers is a fully managed cluster without working BCM services. Observed scenario: A rebuild restores the OS but not the BCM database and loses category and node ownership settings. The governing mechanism is: Cluster managers coordinate images, nodes, services and configuration; worker OS boot cannot replace control-plane readiness. The proportionate action is: Install the supported BCM head-node services and preserve configuration data before provisioning and accepting workers. A direct check is: Inspect BCM service health, database backups, node discovery, management interfaces and provisioning records. The acceptance condition is: The management node reports correct cluster state and consistently deploys an approved image to intended nodes.
C:This alternative is relevant to BCM node categories and role inheritance but does not directly resolve the current Base Command Manager head-node installation issue: Correct GPU workers receive the intended profile without unrelated node categories being modified. Observed scenario: A rebuild restores the OS but not the BCM database and loses category and node ownership settings.
Question 445
During an NVIDIA AI factory acceptance test, engineers discover: A cluster has a secondary BCM management server but no tested failover of its management address or services. Which operational response is MOST appropriate to address the root issue? Select ONE best answer.
- Use the supported OS, kernel and package combination and validate driver modules on a representative node before rollout.
- Call BCM highly available solely because a second server has the same hostname printed on its asset label.
- 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.
Explanation
Correct Answer
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: A cluster has a secondary BCM management server but no tested failover of its management address or services.
Incorrect Answers
A:This alternative is relevant to Linux operating system and kernel module support but does not directly resolve the current BCM high availability and management failover issue: Use the supported OS, kernel and package combination and validate driver modules on a representative node before rollout. Observed scenario: A cluster has a secondary BCM management server but no tested failover of its management address or services.
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.
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: Install the supported BCM head-node services and preserve configuration data before provisioning and accepting workers. Observed scenario: A cluster has a secondary BCM management server but no tested failover of its management address or services.
Question 446
A production GPU cluster review identifies this condition: A cluster has a secondary BCM management server but no tested failover of its management address or services. 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.
- Call BCM highly available solely because a second server has the same hostname printed on its asset label.
- Managed worker bring-up depends on the boot image and correct network identity, not just physical server power.
- Adding a second management host does not prove cluster-manager continuity unless state and advertised services fail over.
Explanation
Correct Answer
D: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 cluster has a secondary BCM management server but no tested failover of its management address or services.
Incorrect Answers
A:That option concerns Slurm GPU GRES enumeration and device mapping. The acceptance condition is: A planned primary outage transfers management to standby without losing cluster configuration integrity.
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. Adding a second management host does not prove cluster-manager continuity unless state and advertised services fail over.
C:That option concerns BCM image provisioning and PXE worker boot. The acceptance condition is: A planned primary outage transfers management to standby without losing cluster configuration integrity.
Question 447
In a professional AI infrastructure deployment, a technician observes: A cluster has a secondary BCM management server but no tested failover of its management address or services. Which diagnostic evidence should be obtained FIRST to substantiate the likely fault or configuration gap? Select ONE best answer.
- Review authorized key and account policy, SSH server settings, firewall reachability and authentication logs.
- Call BCM highly available solely because a second server has the same hostname printed on its asset label.
- Check HA roles, sync status, virtual management endpoint, database replication and isolation tests.
- Inspect interfaces, RDMA devices, routing, bond membership, link counters and representative transfer tests.
Explanation
Correct Answer
C:This is the direct operational evidence to investigate: Check HA roles, sync status, virtual management endpoint, database replication and isolation tests. Observed scenario: A cluster has a secondary BCM management server but no tested failover of its management address or services.
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: A cluster has a secondary BCM management server but no tested failover of its management address or services.
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. A cluster has a secondary BCM management server but no tested failover of its management address or services.
D: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: Inspect interfaces, RDMA devices, routing, bond membership, link counters and representative transfer tests. Observed scenario: A cluster has a secondary BCM management server but no tested failover of its management address or services.
Question 448
The cluster operations team needs to evaluate this situation: A cluster has a secondary BCM management server but no tested failover of its management address or services. After corrective work, which observable result BEST confirms that the requirement is met? Select ONE best answer.
- New and restarted nodes load the intended GPU and fabric drivers and pass required cluster smoke tests.
- A planned primary outage transfers management to standby without losing cluster configuration integrity.
- Call BCM highly available solely because a second server has the same hostname printed on its asset label.
- The intended worker reliably reboots into the approved OS and image with the right management identity.
Explanation
Correct Answer
B: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 cluster has a secondary BCM management server but no tested failover of its management address or services.
Incorrect Answers
A:This alternative is relevant to Linux operating system and kernel module support but does not directly resolve the current BCM high availability and management failover issue: New and restarted nodes load the intended GPU and fabric drivers and pass required cluster smoke tests. Observed scenario: A cluster has a secondary BCM management server but no tested failover of its management address or services.
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 cluster has a secondary BCM management server but no tested failover of its management address or services. Adding a second management host does not prove cluster-manager continuity unless state and advertised services fail over.
D: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: The intended worker reliably reboots into the approved OS and image with the right management identity. Observed scenario: A cluster has a secondary BCM management server but no tested failover of its management address or services.
Question 449
At a multi-node AI infrastructure handoff, the team records: During planned head-node maintenance all provisioning and cluster control stop despite an advertised HA design. Which operational response is MOST appropriate to address the root issue? Select ONE best answer.
- Call BCM highly available solely because a second server has the same hostname printed on its asset label.
- Configure supported BCM HA peers, synchronized services and planned failover tests with clear recovery boundaries.
- Install the supported BCM head-node services and preserve configuration data before provisioning and accepting workers.
- Synchronize Slurm GRES inventory with hardware and MIG state and validate per-job device isolation.
Explanation
Correct Answer
B: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.
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. During planned head-node maintenance all provisioning and cluster control stop despite an advertised HA design.
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: Install the supported BCM head-node services and preserve configuration data before provisioning and accepting workers. 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: Synchronize Slurm GRES inventory with hardware and MIG state and validate per-job device isolation. Observed scenario: During planned head-node maintenance all provisioning and cluster control stop despite an advertised HA design.
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.