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Free NCP-ARI practice test: 30 questions with answers

30 original questions for NVIDIA-Certified Professional: AI Rack and Interconnect, drawn from every topic area. Answer each one to see whether you got it right and why. No sign-up.

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NCP-ARI exam guide: topics, cost and format

All 30 NCP-ARI questions with answers

The same questions as the test above, grouped by exam topic. Open any question to see the answer and explanation.

High-Density Cabling Installation for AI Clusters (5 questions)

  1. Question 1

    A technician is told that a switch uses OSFP ports. Which statement about OSFP and QSFP form factors is correct?

    1. AForm factor does not matter as long as the speed matches, because the cage is rated for speed
    2. BOSFP and QSFP are the same size, so modules can be swapped freely between the two cage types
    3. COSFP and QSFP are different form factors, and the modules are not interchangeable
    4. DQSFP is a copper-only standard and OSFP is fiber-only because the cage pinout differs by family
    Show answer and explanation
    Correct answer: C

    OSFP and QSFP are distinct mechanical form factors, so the transceivers and cages must match the port type. Matching speed alone does not make the modules compatible.

  2. Question 2

    A link must run 2 kilometers between two buildings. Which fiber type should be installed for this distance?

    1. AUnshielded twisted pair
    2. BMultimode fiber
    3. CSingle-mode fiber
    4. DCopper direct-attach cable
    Show answer and explanation
    Correct answer: C

    Single-mode fiber supports long distances with the appropriate optics, while multimode fiber is designed for shorter reaches. Copper cables are for very short runs, and twisted pair is not used for these high-speed links.

  3. Question 3

    Two servers in adjacent positions in the same rack need a short high-speed link of a few meters. Which cabling medium is commonly used for such intra-rack connections?

    1. AWireless point-to-point link operating in the 60 GHz band at short range
    2. BCoaxial cable from a legacy television distribution system at 75 ohm
    3. CPassive copper direct-attach cable of the correct speed rating
    4. DLong-haul single-mode fiber with no transceivers spliced over long spans
    Show answer and explanation
    Correct answer: C

    Passive copper cables are common for short, high-speed connections within a rack because they are inexpensive and low latency. Long-haul fiber is unnecessary for this distance, and the other options are not used for this purpose.

  4. Question 4

    Before a fiber connector is mated to a transceiver, what is the correct practice?

    1. ABlow on the connector to remove dust quickly with a short burst of breath
    2. BTouch the polished end face with a bare fingertip to check that it is clean
    3. CSkip inspection because new cables are usually clean straight out of the box
    4. DInspect the end face and clean it with approved tools if it is dirty
    Show answer and explanation
    Correct answer: D

    Inspection followed by cleaning with approved tools prevents contamination that causes loss and errors. Blowing or touching the end face adds dust or oil and damages the signal path.

  5. Question 5

    A cabling plan routes half of the cables to the left side of each rack and half to the right. What is the main purpose of this 50/50 left-right routing?

    1. ATo reduce the number of cables required in the design by merging runs
    2. BTo balance cable load across both sides and keep both sides accessible for service
    3. CTo make the cables longer so that they reach more ports on each leaf switch
    4. DTo block airflow through the rack for better fire safety by sealing gaps
    Show answer and explanation
    Correct answer: B

    A balanced split keeps weight and bundle density even and leaves service access on both sides. It does not change cable length, block airflow, or reduce cable count.

AI Infrastructure Basics for Data Centers (5 questions)

  1. Question 6

    A technician installs rack PDUs on a three-phase feed that supplies a high-density AI rack. Why must the load be balanced across the phases?

    1. ATo raise the negotiated speed of the rack's Ethernet and InfiniBand uplinks during peak traffic
    2. BTo keep the current on each phase within its rated limit and avoid overloading one phase
    3. CTo allow the rack to skip the grounding step during commissioning if the PDU phases are balanced
    4. DTo cut the number of interconnect cables needed between the servers by consolidating onto a patch panel
    Show answer and explanation
    Correct answer: B

    Unbalanced phase loading can overload one phase even when total capacity is sufficient, which risks breaker trips and unsafe conditions. Balancing spreads the current evenly, and it does not affect link speed, grounding, or cable count.

  2. Question 7

    In a liquid-cooled AI rack, what is the role of the coolant distribution unit (CDU)?

    1. AIt routes east-west network traffic between racks through the top-of-rack Ethernet switch fabric
    2. BIt transfers heat from the facility cooling loop to the rack's coolant loop while keeping the two loops separate
    3. CIt replaces the need for hot-aisle containment in the room because the loop handles most of the heat
    4. DIt supplies electrical power to the GPUs directly through a local DC bus bar and voltage regulators
    Show answer and explanation
    Correct answer: B

    A CDU exchanges heat between the facility water loop and the dedicated rack coolant loop, and the two loops stay isolated. It is a thermal device, not a power or network device.

  3. Question 8

    Which two items must be verified before a high-density AI rack is energized? (Choose two.)

    1. AThe color of the rack's door panels matches the room design
    2. BThe font used on the asset labels is consistent across the row
    3. CThe facility provides enough power capacity for the rack and its PDUs
    4. DThe rack is properly grounded and bonded to the building ground
    Show answer and explanation
    Correct answer: C, D

    Adequate power capacity and correct grounding are safety-critical prerequisites for energizing equipment. Cosmetic details do not affect electrical safety or operation.

  4. Question 9

    In an AC-fed AI rack, where is the conversion from AC to DC normally performed?

    1. AIn the building's central cooling plant, ahead of the PDUs
    2. BIn the server power supplies, after the PDUs deliver AC to them
    3. CIn the rack's fiber patch panel, where the AC feed is rectified before use
    4. DIn the rack's network switch, which rectifies incoming AC before the rack PDUs
    Show answer and explanation
    Correct answer: B

    In AC distribution, PDUs deliver AC to server power supplies, which convert it to the DC voltages the components use. A DC-fed rack instead receives DC from the facility, so the conversion step differs.

  5. Question 10

    A rack is fed from two independent power paths, A and B. What does this redundancy protect against?

    1. AFailure of the network switch firmware during a scheduled upgrade, which stalls the switch
    2. BHeat generated inside the GPUs under sustained load, which the rack's airflow cannot remove
    3. CThe loss of one feed or utility path while the rack continues to run on the other
    4. DDamage caused by incorrect cable colors on the patch panel labels, which misidentifies ports
    Show answer and explanation
    Correct answer: C

    Dual independent feeds let the rack keep operating if one path fails, which is the purpose of A and B power redundancy. Firmware, GPU heat, and cable colors are separate concerns.

Testing, Verification, and Documentation (4 questions)

  1. Question 11

    Which instrument measures the optical power loss of an installed fiber link so the technician can confirm it is within budget?

    1. AA thermal camera pointed at the rack door
    2. BA label printer
    3. CA multimeter used for resistance checks on copper
    4. DAn optical power meter
    Show answer and explanation
    Correct answer: D

    An optical power meter, typically used with a light source, measures received power and loss against the link budget. A multimeter and thermal camera do not measure optical loss, and a label printer does not test links.

  2. Question 12

    A link shows as up, but bit error rate is high. Which cause should be investigated first?

    1. AThe rack's door being closed during the test while the front-panel LEDs are checked by hand
    2. BThe color of the cable jacket used to group the runs by service tier
    3. CThe time zone set on the switch used for syslog and SNMP timestamps
    4. DA dirty connector, damaged fiber, or a bend that exceeds the cable's limit
    Show answer and explanation
    Correct answer: D

    A link can stay up while errors are high when the optical path is degraded, typically by contamination, damage, or over-bending. Door position, jacket color, and time zone do not affect signal integrity.

  3. Question 13

    Why are as-built diagrams and photos captured after installation?

    1. ATo record the actual installed state so that later troubleshooting and changes match reality
    2. BTo store the room's temperature history in the building management system
    3. CTo replace the need for end-to-end link testing because the drawing shows each cable's port and endpoint
    4. DTo show the vendor that the rack was paid for before the invoice was approved
    Show answer and explanation
    Correct answer: A

    As-built records capture what was really installed, which often differs from the plan, and they speed up future work. They do not replace tests or serve as proof of payment.

  4. Question 14

    During final inspection, a technician finds a fiber run that is bent more sharply than its specification allows. What is the correct action?

    1. ATighten the bend further so that it stays in place and the jacket is pinned to the tray
    2. BCut the fiber and leave the ends exposed to room light for later splicing at the rear panel
    3. CIgnore it because the link light is on, since the port LED stays green and traffic flows
    4. DRe-route the cable to respect the minimum bend radius and then re-test the link
    Show answer and explanation
    Correct answer: D

    Over-bending attenuates the signal and can damage the fiber, so the run must be re-routed and verified. Tightening the bend or ignoring it makes the problem worse, and cutting the fiber causes further loss.

Safety, Standards, and Compliance (4 questions)

  1. Question 15

    Which two practices are required when performing electrical work on energized or high-power AI rack equipment? (Choose two.)

    1. ARemoving the grounding conductor while equipment is energized
    2. BFollowing lockout/tagout procedures to isolate and verify the power source
    3. CWearing the personal protective equipment specified for the environment
    4. DWorking alone to finish the task faster
    Show answer and explanation
    Correct answer: B, C

    Lockout/tagout isolates hazardous energy, and PPE protects workers from electrical and arc hazards. Working alone and removing grounding conductors increase the risk of serious injury.

  2. Question 16

    Cables are to be installed in an air-handling space above a data hall. Which cable requirement applies?

    1. AA standard cable jacket is acceptable in an air-handling space if sealed
    2. BCables must carry a flame rating suitable for plenum spaces under the applicable code
    3. CCables must be made from wood to prevent sparks because wood chars slowly and resists flame
    4. DPlenum rating is required for copper cables while fiber in the same space may use riser rating
    Show answer and explanation
    Correct answer: B

    Air-handling spaces need cables with appropriate plenum flame and smoke ratings, as set by the electrical code. The other options misstate the requirement.

  3. Question 17

    What is the purpose of wearing an ESD wrist strap when handling GPU boards and transceivers?

    1. ATo prevent electrostatic discharge from damaging sensitive components
    2. BTo keep the technician's hands warm during installation in unheated rooms below 15C
    3. CTo measure the amperage of the rack at the PDU phase tap
    4. DTo hold cables in place while routing them along the rear cable management arms
    Show answer and explanation
    Correct answer: A

    An ESD strap bonds the technician to ground so static charge does not discharge through sensitive electronics. It does not measure current, provide warmth, or manage cables.

  4. Question 18

    Why must installation follow the vendor's installation standard for the AI platform?

    1. AThe standard applies to software configuration and firmware images, not physical cabling or the racks
    2. BThe standard describes the color of the rack finish and paint shade codes
    3. CThe standard is optional once the rack is powered on after the first boot cycle
    4. DCompliance with the standard supports the product warranty and the validated configuration
    Show answer and explanation
    Correct answer: D

    Following the vendor's standard keeps the installation within the validated design and preserves warranty coverage. The standard covers physical installation, not color, and it is not optional after power-up.

Pre-Deployment Planning and Site Assessment (4 questions)

  1. Question 19

    Before racks are delivered, what must a site survey confirm about the installation floor?

    1. AThat no cabling is needed in the room because power and data will reach the racks by wireless links
    2. BThat the building has no fire exits in the data hall because the design uses a single corridor
    3. CThat the floor has structural load capacity for the weight of the fully loaded racks
    4. DThat the floor color matches the company brand palette used in the lobby signage and the offices
    Show answer and explanation
    Correct answer: C

    AI racks are very heavy, so the floor must support their fully loaded weight. Color, cabling, and fire exits are not the purpose of a load-capacity survey.

  2. Question 20

    Which document shows the planned port-to-port connectivity of the cluster before installation begins?

    1. AThe physical network design and cabling plan
    2. BThe building's HVAC maintenance log
    3. CThe room's fire extinguisher inspection record
    4. DThe vendor's invoice for the switches
    Show answer and explanation
    Correct answer: A

    A physical network design documents each planned connection, which guides installation and verification. An invoice, maintenance log, or inspection record does not show connectivity.

  3. Question 21

    What is the purpose of an inventory check before rack deployment begins?

    1. ATo confirm that delivered components match the bill of materials and are undamaged
    2. BTo register the equipment with a social media account and link it to the campaign tracker
    3. CTo choose the color of the cable ties for the rack to match the zone codes
    4. DTo measure the room temperature after installation at the cold aisle inlet of each rack hourly
    Show answer and explanation
    Correct answer: A

    Inventory checks catch missing, incorrect, or damaged components before they delay or compromise the build. The other options are unrelated to deployment readiness.

  4. Question 22

    What does a thermal zone plan define for an AI data hall?

    1. AThe areas where cooling capacity and airflow are provisioned for specific rack loads
    2. BThe names of the staff who will work each shift and their badge levels
    3. CThe colors used on the floor for walking paths, painted in heavy-duty epoxy
    4. DThe brand and model of the network switch installed in each row, along with its firmware train
    Show answer and explanation
    Correct answer: A

    Thermal zones group racks and match them to the cooling capacity and airflow they need. The other options are unrelated to thermal design.

Rack Infrastructure Preparation for AI Platforms (4 questions)

  1. Question 23

    Why might an AI deployment specify extra-wide racks?

    1. AThey remove the need for cable management accessories because the wider frame holds bundles in place
    2. BThey increase the number of GPUs each rack can physically hold beyond the chassis design by adding rear GPU bays
    3. CThey provide more space for cable management and for keeping cable bend radius within limits
    4. DThey change the voltage that the PDUs deliver from the main feed to the rack
    Show answer and explanation
    Correct answer: C

    Extra width gives room for ducts, bend radius managers, and dense bundles, which keeps cabling manageable. Width does not change the number of installed components or the voltage.

  2. Question 24

    Why should power cabling and data cabling be routed through separate pathways in a rack?

    1. ATo increase the voltage available to the data links
    2. BTo reduce electromagnetic interference on the data signals
    3. CTo make power cables easier to cut during repairs
    4. DTo allow data cables to carry electrical current
    Show answer and explanation
    Correct answer: B

    Separating power and data pathways reduces electromagnetic interference that can degrade signal integrity. Separation does not increase voltage or make data cables carry power.

  3. Question 25

    Why are containment clearances maintained around racks in a data hall?

    1. ATo preserve airflow paths and keep enough space for service access
    2. BTo allow each rack to share one cable with its neighbor for backup power
    3. CTo make the room look uniform in photographs for the brochure
    4. DTo prevent the racks from being moved during an earthquake
    Show answer and explanation
    Correct answer: A

    Clearances keep airflow paths open for cooling and give technicians room to service equipment safely. The other options misstate the purpose of clearances.

  4. Question 26

    What is the purpose of bend radius managers installed in a rack?

    1. ATo hold the rack doors open for airflow during warm weather, when cooling is weakest
    2. BTo increase the voltage delivered to the cables to offset line loss
    3. CTo block signals between adjacent racks through the floor grommets when doors are closed
    4. DTo keep fibers and cables from bending beyond their specified minimum radius
    Show answer and explanation
    Correct answer: D

    Bend radius managers guide cables so they stay within their minimum bend radius, which prevents attenuation and damage. The other options do not describe their function.

Cable Support Systems and Weight Management (4 questions)

  1. Question 27

    A rack carries very dense bundles of heavy fiber and copper cables. Which two practices help prevent strain on connectors and cable jackets? (Choose two.)

    1. AProviding strain relief and service slack so connectors do not carry the cable weight
    2. BHanging the entire bundle from a single connector at the top of the rack
    3. CLeaving bundles unsupported so they hang freely
    4. DUsing overhead or rack-level support systems for heavy bundles
    Show answer and explanation
    Correct answer: A, D

    Support systems take bundle weight off the rack path, and strain relief with slack keeps the load off the connectors. Hanging loads from a connector or leaving bundles unsupported damages connectors and cables.

  2. Question 28

    Why does a team hold a planning session to orient all technicians on the cabling workflow before work starts?

    1. ATo standardize the procedure, roles, and sequence so that errors and rework are reduced
    2. BTo reduce the number of technicians needed on site to zero by outsourcing the cabling workflow
    3. CTo skip the need for documentation during installation by relying on verbal handoffs between shifts
    4. DTo decide the vendor of the rack hardware on the spot by comparing unit prices from suppliers
    Show answer and explanation
    Correct answer: A

    A common orientation keeps every technician following the same steps and avoids inconsistent work. It does not eliminate staff, documentation, or hardware decisions.

  3. Question 29

    Which two factors matter when installing overhead support for heavy cable bundles? (Choose two.)

    1. AAttachment only to a suspended ceiling tile
    2. BPainting the supports to match the room's color scheme
    3. CThe load rating of the support relative to the bundle weight
    4. DAttachment to structural points that can carry the load
    Show answer and explanation
    Correct answer: C, D

    The support must be rated for the bundle weight and attached to structure that carries it. Ceiling tiles cannot bear heavy loads, and paint color is irrelevant to support performance.

  4. Question 30

    Why does a cable run need adequate service slack?

    1. ASo that the cable carries more signal than its specification allows
    2. BSo that moving equipment or a rack does not pull on connectors and cause strain
    3. CSo that the cable can be stretched to reach the far-side ports
    4. DSo that the run can be coiled tightly around the rear cable manager spool to save space
    Show answer and explanation
    Correct answer: B

    Service slack absorbs movement during maintenance and prevents connector strain. Stretching or over-coiling cables harms performance and reliability.

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