NVIDIA NCP-AII Practice Test 9
Question 80
During an NVIDIA AI factory acceptance test, engineers discover: Operators can reach the host operating system but not the baseboard controller after a provisioning network change. Which TWO complementary elements are needed: the correct technical action and the strongest independent diagnostic evidence? Select TWO answers.
- Calculate peak supported server and fabric load, apply facility margin and verify branch and PDU capacity under representative load.
- Provision unique BMC addresses on protected out-of-band management, rotate initial credentials and test access separately from host networking.
- Check controller address configuration, switch OOB paths, login records, firmware identity and host-off connectivity.
- Inspect OS release, kernel modules, PCIe inventory, boot logs, storage devices and GPU/NIC driver binding.
- Treat the BMC as harmless internal telemetry and leave default credentials accessible over the training data-plane fabric.
Explanation
Correct Answers
B:This is an appropriate correction for BMC network bring-up and out-of-band separation: Provision unique BMC addresses on protected out-of-band management, rotate initial credentials and test access separately from host networking. Observed scenario: Operators can reach the host operating system but not the baseboard controller after a provisioning network change. The governing mechanism is: A BMC provides hardware management independent of the host operating system and warrants isolated credential-controlled access.
C:This is the direct operational evidence to investigate: Check controller address configuration, switch OOB paths, login records, firmware identity and host-off connectivity. Observed scenario: Operators can reach the host operating system but not the baseboard controller after a provisioning network change. The governing mechanism is: A BMC provides hardware management independent of the host operating system and warrants isolated credential-controlled access.
Incorrect Answers
A:This alternative is relevant to GPU node peak power budgeting but does not directly resolve the current BMC network bring-up and out-of-band separation issue: Calculate peak supported server and fabric load, apply facility margin and verify branch and PDU capacity under representative load. Observed scenario: Operators can reach the host operating system but not the baseboard controller after a provisioning network change.
D:This alternative is relevant to Host operating system kernel and device bring-up but does not directly resolve the current BMC network bring-up and out-of-band separation issue: Inspect OS release, kernel modules, PCIe inventory, boot logs, storage devices and GPU/NIC driver binding. Observed scenario: Operators can reach the host operating system but not the baseboard controller after a provisioning network change.
E:This tempting but unsafe shortcut is not a sufficient remediation for BMC network bring-up and out-of-band separation: Treat the BMC as harmless internal telemetry and leave default credentials accessible over the training data-plane fabric. Observed scenario: Operators can reach the host operating system but not the baseboard controller after a provisioning network change. The governing mechanism is: A BMC provides hardware management independent of the host operating system and warrants isolated credential-controlled access. The proportionate action is: Provision unique BMC addresses on protected out-of-band management, rotate initial credentials and test access separately from host networking. A direct check is: Check controller address configuration, switch OOB paths, login records, firmware identity and host-off connectivity. The acceptance condition is: Authorized operators can manage an offline host through the protected BMC while unauthorized network access is denied.
Question 81
A production GPU cluster review identifies this condition: A fleet deploys unmanaged default BMC credentials before accepting racks into production. Which operational response is MOST appropriate to address the root issue? Select ONE best answer.
- Check supported CDU supply, flow, leak detection and interlock behavior, then demonstrate controlled thermal response before production.
- Provision unique BMC addresses on protected out-of-band management, rotate initial credentials and test access separately from host networking.
- Calculate peak supported server and fabric load, apply facility margin and verify branch and PDU capacity under representative load.
- Treat the BMC as harmless internal telemetry and leave default credentials accessible over the training data-plane fabric.
Explanation
Correct Answer
B:This is an appropriate correction for BMC network bring-up and out-of-band separation: Provision unique BMC addresses on protected out-of-band management, rotate initial credentials and test access separately from host networking. Observed scenario: A fleet deploys unmanaged default BMC credentials before accepting racks into production.
Incorrect Answers
A:This alternative is relevant to Liquid cooling supply and leak interlocks but does not directly resolve the current BMC network bring-up and out-of-band separation issue: Check supported CDU supply, flow, leak detection and interlock behavior, then demonstrate controlled thermal response before production. Observed scenario: A fleet deploys unmanaged default BMC credentials before accepting racks into production.
C:This alternative is relevant to GPU node peak power budgeting but does not directly resolve the current BMC network bring-up and out-of-band separation issue: Calculate peak supported server and fabric load, apply facility margin and verify branch and PDU capacity under representative load. Observed scenario: A fleet deploys unmanaged default BMC credentials before accepting racks into production.
D:This tempting but unsafe shortcut is not a sufficient remediation for BMC network bring-up and out-of-band separation: Treat the BMC as harmless internal telemetry and leave default credentials accessible over the training data-plane fabric. A fleet deploys unmanaged default BMC credentials before accepting racks into production.
Question 82
In a professional AI infrastructure deployment, a technician observes: A fleet deploys unmanaged default BMC credentials before accepting racks into production. Which underlying infrastructure principle BEST explains the issue? Select ONE best answer.
- Heavy GPU systems require rated mechanical support and correct mounting; a rack-unit count alone does not establish safe physical deployment.
- Treat the BMC as harmless internal telemetry and leave default credentials accessible over the training data-plane fabric.
- A BMC provides hardware management independent of the host operating system and warrants isolated credential-controlled access.
- Redfish and IPMI expose hardware management data and operations, but endpoint selection and privileges determine their safety.
Explanation
Correct Answer
C:This is the governing infrastructure principle: A BMC provides hardware management independent of the host operating system and warrants isolated credential-controlled access. Observed scenario: A fleet deploys unmanaged default BMC credentials before accepting racks into production.
Incorrect Answers
A:That option concerns DGX rack load and rail placement. A direct check is: Check controller address configuration, switch OOB paths, login records, firmware identity and host-off connectivity.
B:This tempting but unsafe shortcut is not a sufficient remediation for BMC network bring-up and out-of-band separation: Treat the BMC as harmless internal telemetry and leave default credentials accessible over the training data-plane fabric. A fleet deploys unmanaged default BMC credentials before accepting racks into production. A BMC provides hardware management independent of the host operating system and warrants isolated credential-controlled access.
D:That option concerns Redfish inventory and IPMI management boundaries. A direct check is: Check controller address configuration, switch OOB paths, login records, firmware identity and host-off connectivity.
Question 83
The cluster operations team needs to evaluate this situation: A fleet deploys unmanaged default BMC credentials before accepting racks into production. Which diagnostic evidence should be obtained FIRST to substantiate the likely fault or configuration gap? Select ONE best answer.
- Compare platform power specifications, measured peak draw, PDU branch telemetry, breaker ratings and planned concurrency.
- Treat the BMC as harmless internal telemetry and leave default credentials accessible over the training data-plane fabric.
- Check controller address configuration, switch OOB paths, login records, firmware identity and host-off connectivity.
- Inspect facility grounding tests, rack bonds, wrist-strap practice, ESD storage and chassis service records.
Explanation
Correct Answer
C:This is the direct operational evidence to investigate: Check controller address configuration, switch OOB paths, login records, firmware identity and host-off connectivity. Observed scenario: A fleet deploys unmanaged default BMC credentials before accepting racks into production.
Incorrect Answers
A:This alternative is relevant to GPU node peak power budgeting but does not directly resolve the current BMC network bring-up and out-of-band separation issue: Compare platform power specifications, measured peak draw, PDU branch telemetry, breaker ratings and planned concurrency. Observed scenario: A fleet deploys unmanaged default BMC credentials before accepting racks into production.
B:This tempting but unsafe shortcut is not a sufficient remediation for BMC network bring-up and out-of-band separation: Treat the BMC as harmless internal telemetry and leave default credentials accessible over the training data-plane fabric. Observed scenario: A fleet deploys unmanaged default BMC credentials before accepting racks into production. The governing mechanism is: A BMC provides hardware management independent of the host operating system and warrants isolated credential-controlled access. The proportionate action is: Provision unique BMC addresses on protected out-of-band management, rotate initial credentials and test access separately from host networking.
D:This alternative is relevant to Rack bonding grounding and ESD handling but does not directly resolve the current BMC network bring-up and out-of-band separation issue: Inspect facility grounding tests, rack bonds, wrist-strap practice, ESD storage and chassis service records. Observed scenario: A fleet deploys unmanaged default BMC credentials before accepting racks into production.
Question 84
At a multi-node AI infrastructure handoff, the team records: A fleet deploys unmanaged default BMC credentials before accepting racks into production. After corrective work, which observable result BEST confirms that the requirement is met? Select ONE best answer.
- Treat the BMC as harmless internal telemetry and leave default credentials accessible over the training data-plane fabric.
- Authorized operators can manage an offline host through the protected BMC while unauthorized network access is denied.
- Inventory lists the intended devices accurately, while privileged resets require explicit approval and are logged.
- Electrical inspection approves the rack and sensitive boards are installed without ESD or grounding exceptions.
Explanation
Correct Answer
B:This is an observable verified result, not merely a claimed configuration change: Authorized operators can manage an offline host through the protected BMC while unauthorized network access is denied. Observed scenario: A fleet deploys unmanaged default BMC credentials before accepting racks into production.
Incorrect Answers
A:This tempting but unsafe shortcut is not a sufficient remediation for BMC network bring-up and out-of-band separation: Treat the BMC as harmless internal telemetry and leave default credentials accessible over the training data-plane fabric. Observed scenario: A fleet deploys unmanaged default BMC credentials before accepting racks into production. The governing mechanism is: A BMC provides hardware management independent of the host operating system and warrants isolated credential-controlled access. The proportionate action is: Provision unique BMC addresses on protected out-of-band management, rotate initial credentials and test access separately from host networking. A direct check is: Check controller address configuration, switch OOB paths, login records, firmware identity and host-off connectivity. The acceptance condition is: Authorized operators can manage an offline host through the protected BMC while unauthorized network access is denied.
C:This alternative is relevant to Redfish inventory and IPMI management boundaries but does not directly resolve the current BMC network bring-up and out-of-band separation issue: Inventory lists the intended devices accurately, while privileged resets require explicit approval and are logged. Observed scenario: A fleet deploys unmanaged default BMC credentials before accepting racks into production.
D:This alternative is relevant to Rack bonding grounding and ESD handling but does not directly resolve the current BMC network bring-up and out-of-band separation issue: Electrical inspection approves the rack and sensitive boards are installed without ESD or grounding exceptions. Observed scenario: A fleet deploys unmanaged default BMC credentials before accepting racks into production.
Question 85
During an NVIDIA AI factory acceptance test, engineers discover: A rack automation client reads the wrong Redfish target and reports the motherboard firmware as the GPU firmware version. Which operational response is MOST appropriate to address the root issue? Select ONE best answer.
- Use approved authenticated BMC inventory endpoints, distinguish read-only calls from power actions and corroborate returned component state.
- Check rack dimensions, floor load and rail compatibility, then place approved chassis using the vendor's supported installation sequence.
- Verify approved protective grounding, ESD procedures and component handling before energizing or servicing rack hardware.
- Assume every Redfish response describes all installed hardware and that inventory queries cannot affect a powered node.
Explanation
Correct Answer
A:This is an appropriate correction for Redfish inventory and IPMI management boundaries: Use approved authenticated BMC inventory endpoints, distinguish read-only calls from power actions and corroborate returned component state. Observed scenario: A rack automation client reads the wrong Redfish target and reports the motherboard firmware as the GPU firmware version.
Incorrect Answers
B:This alternative is relevant to DGX rack load and rail placement but does not directly resolve the current Redfish inventory and IPMI management boundaries issue: Check rack dimensions, floor load and rail compatibility, then place approved chassis using the vendor's supported installation sequence. Observed scenario: A rack automation client reads the wrong Redfish target and reports the motherboard firmware as the GPU firmware version.
C:This alternative is relevant to Rack bonding grounding and ESD handling but does not directly resolve the current Redfish inventory and IPMI management boundaries issue: Verify approved protective grounding, ESD procedures and component handling before energizing or servicing rack hardware. Observed scenario: A rack automation client reads the wrong Redfish target and reports the motherboard firmware as the GPU firmware version.
D:This tempting but unsafe shortcut is not a sufficient remediation for Redfish inventory and IPMI management boundaries: Assume every Redfish response describes all installed hardware and that inventory queries cannot affect a powered node.
Question 86
A production GPU cluster review identifies this condition: A rack automation client reads the wrong Redfish target and reports the motherboard firmware as the GPU firmware version. Which underlying infrastructure principle BEST explains the issue? Select ONE best answer.
- Redfish and IPMI expose hardware management data and operations, but endpoint selection and privileges determine their safety.
- Assume every Redfish response describes all installed hardware and that inventory queries cannot affect a powered node.
- Heavy GPU systems require rated mechanical support and correct mounting; a rack-unit count alone does not establish safe physical deployment.
- AI compute power demand varies with accelerator utilization and can exceed idle or average measurements during parallel jobs.
Explanation
Correct Answer
A:This is the governing infrastructure principle: Redfish and IPMI expose hardware management data and operations, but endpoint selection and privileges determine their safety. Observed scenario: A rack automation client reads the wrong Redfish target and reports the motherboard firmware as the GPU firmware version.
Incorrect Answers
B:This tempting but unsafe shortcut is not a sufficient remediation for Redfish inventory and IPMI management boundaries: Assume every Redfish response describes all installed hardware and that inventory queries cannot affect a powered node. Redfish and IPMI expose hardware management data and operations, but endpoint selection and privileges determine their safety.
C:That option concerns DGX rack load and rail placement. The proportionate action is: Use approved authenticated BMC inventory endpoints, distinguish read-only calls from power actions and corroborate returned component state.
D:That option concerns GPU node peak power budgeting. The proportionate action is: Use approved authenticated BMC inventory endpoints, distinguish read-only calls from power actions and corroborate returned component state.
Question 87
In a professional AI infrastructure deployment, a technician observes: A rack automation client reads the wrong Redfish target and reports the motherboard firmware as the GPU firmware version. Which diagnostic evidence should be obtained FIRST to substantiate the likely fault or configuration gap? Select ONE best answer.
- Compare BMC-reported component inventory, nvfwupd version reports, device revisions and release support notes.
- Inspect management API target paths, access scopes, sensor values, chassis actions and independent host inventory.
- Assume every Redfish response describes all installed hardware and that inventory queries cannot affect a powered node.
- Review inlet and exhaust sensor trends, aisle containment, rack occupancy, fan telemetry and thermal throttling events.
Explanation
Correct Answer
B:This is the direct operational evidence to investigate: Inspect management API target paths, access scopes, sensor values, chassis actions and independent host inventory. Observed scenario: A rack automation client reads the wrong Redfish target and reports the motherboard firmware as the GPU firmware version.
Incorrect Answers
A:This alternative is relevant to Platform firmware component inventory but does not directly resolve the current Redfish inventory and IPMI management boundaries issue: Compare BMC-reported component inventory, nvfwupd version reports, device revisions and release support notes. Observed scenario: A rack automation client reads the wrong Redfish target and reports the motherboard firmware as the GPU firmware version.
C:This tempting but unsafe shortcut is not a sufficient remediation for Redfish inventory and IPMI management boundaries: Assume every Redfish response describes all installed hardware and that inventory queries cannot affect a powered node. A rack automation client reads the wrong Redfish target and reports the motherboard firmware as the GPU firmware version.
D:This alternative is relevant to Cold aisle inlet air and thermal envelope but does not directly resolve the current Redfish inventory and IPMI management boundaries issue: Review inlet and exhaust sensor trends, aisle containment, rack occupancy, fan telemetry and thermal throttling events. Observed scenario: A rack automation client reads the wrong Redfish target and reports the motherboard firmware as the GPU firmware version.
Question 88
The cluster operations team needs to evaluate this situation: A rack automation client reads the wrong Redfish target and reports the motherboard firmware as the GPU firmware version. After corrective work, which observable result BEST confirms that the requirement is met? Select ONE best answer.
- Assume every Redfish response describes all installed hardware and that inventory queries cannot affect a powered node.
- Authorized OOB controls remain usable during compute congestion and tenants cannot reach restricted management endpoints.
- Inventory lists the intended devices accurately, while privileged resets require explicit approval and are logged.
- Sustained representative load runs without overcurrent events, while reserve capacity satisfies the approved electrical design.
Explanation
Correct Answer
C:This is an observable verified result, not merely a claimed configuration change: Inventory lists the intended devices accurately, while privileged resets require explicit approval and are logged. Observed scenario: A rack automation client reads the wrong Redfish target and reports the motherboard firmware as the GPU firmware version.
Incorrect Answers
A:This tempting but unsafe shortcut is not a sufficient remediation for Redfish inventory and IPMI management boundaries: Assume every Redfish response describes all installed hardware and that inventory queries cannot affect a powered node. A rack automation client reads the wrong Redfish target and reports the motherboard firmware as the GPU firmware version. Redfish and IPMI expose hardware management data and operations, but endpoint selection and privileges determine their safety.
B:This alternative is relevant to Separate management compute and storage planes but does not directly resolve the current Redfish inventory and IPMI management boundaries issue: Authorized OOB controls remain usable during compute congestion and tenants cannot reach restricted management endpoints. Observed scenario: A rack automation client reads the wrong Redfish target and reports the motherboard firmware as the GPU firmware version.
D:This alternative is relevant to GPU node peak power budgeting but does not directly resolve the current Redfish inventory and IPMI management boundaries issue: Sustained representative load runs without overcurrent events, while reserve capacity satisfies the approved electrical design. Observed scenario: A rack automation client reads the wrong Redfish target and reports the motherboard firmware as the GPU firmware version.
Question 89
At a multi-node AI infrastructure handoff, the team records: A technician executes an IPMI power-cycle action against a production node while only collecting inventory was authorized. Which operational response is MOST appropriate to address the root issue? Select ONE best answer.
- Restore planned airflow direction, containment and intake clearance, and validate inlet thermal conditions at loaded nodes.
- Assume every Redfish response describes all installed hardware and that inventory queries cannot affect a powered node.
- Use approved authenticated BMC inventory endpoints, distinguish read-only calls from power actions and corroborate returned component state.
- Plan protected OOB management and correctly isolated compute and storage paths with intentional routing and ACLs.
Explanation
Correct Answer
C:This is an appropriate correction for Redfish inventory and IPMI management boundaries: Use approved authenticated BMC inventory endpoints, distinguish read-only calls from power actions and corroborate returned component state. Observed scenario: A technician executes an IPMI power-cycle action against a production node while only collecting inventory was authorized.
Incorrect Answers
A:This alternative is relevant to Cold aisle inlet air and thermal envelope but does not directly resolve the current Redfish inventory and IPMI management boundaries issue: Restore planned airflow direction, containment and intake clearance, and validate inlet thermal conditions at loaded nodes. Observed scenario: A technician executes an IPMI power-cycle action against a production node while only collecting inventory was authorized.
B:This tempting but unsafe shortcut is not a sufficient remediation for Redfish inventory and IPMI management boundaries: Assume every Redfish response describes all installed hardware and that inventory queries cannot affect a powered node. A technician executes an IPMI power-cycle action against a production node while only collecting inventory was authorized.
D:This alternative is relevant to Separate management compute and storage planes but does not directly resolve the current Redfish inventory and IPMI management boundaries issue: Plan protected OOB management and correctly isolated compute and storage paths with intentional routing and ACLs. Observed scenario: A technician executes an IPMI power-cycle action against a production node while only collecting inventory was authorized.
Question 90
During an NVIDIA AI factory acceptance test, engineers discover: A technician executes an IPMI power-cycle action against a production node while only collecting inventory was authorized. Which TWO complementary elements are needed: the correct technical action and the strongest independent diagnostic evidence? Select TWO answers.
- Assume every Redfish response describes all installed hardware and that inventory queries cannot affect a powered node.
- Use approved authenticated BMC inventory endpoints, distinguish read-only calls from power actions and corroborate returned component state.
- Compare BMC-reported component inventory, nvfwupd version reports, device revisions and release support notes.
- Calculate peak supported server and fabric load, apply facility margin and verify branch and PDU capacity under representative load.
- Inspect management API target paths, access scopes, sensor values, chassis actions and independent host inventory.
Explanation
Correct Answers
B:This is an appropriate correction for Redfish inventory and IPMI management boundaries: Use approved authenticated BMC inventory endpoints, distinguish read-only calls from power actions and corroborate returned component state. Observed scenario: A technician executes an IPMI power-cycle action against a production node while only collecting inventory was authorized. The governing mechanism is: Redfish and IPMI expose hardware management data and operations, but endpoint selection and privileges determine their safety.
E:This is the direct operational evidence to investigate: Inspect management API target paths, access scopes, sensor values, chassis actions and independent host inventory. Observed scenario: A technician executes an IPMI power-cycle action against a production node while only collecting inventory was authorized.
Incorrect Answers
A:This tempting but unsafe shortcut is not a sufficient remediation for Redfish inventory and IPMI management boundaries: Assume every Redfish response describes all installed hardware and that inventory queries cannot affect a powered node. A technician executes an IPMI power-cycle action against a production node while only collecting inventory was authorized. Redfish and IPMI expose hardware management data and operations, but endpoint selection and privileges determine their safety.
C:This alternative is relevant to Platform firmware component inventory but does not directly resolve the current Redfish inventory and IPMI management boundaries issue: Compare BMC-reported component inventory, nvfwupd version reports, device revisions and release support notes. Observed scenario: A technician executes an IPMI power-cycle action against a production node while only collecting inventory was authorized.
D:This alternative is relevant to GPU node peak power budgeting but does not directly resolve the current Redfish inventory and IPMI management boundaries issue: Calculate peak supported server and fabric load, apply facility margin and verify branch and PDU capacity under representative load. Observed scenario: A technician executes an IPMI power-cycle action against a production node while only collecting inventory was authorized.