NCA-AIIO - AI Infrastructure - Section 2.8

Identify and describe data centre networking protocols and key concepts.

Identify core data centre networking protocols including Ethernet, InfiniBand, RoCE, and the role of protocols such as BGP and ECMP in spine-leaf topologies. Describe key concepts such as flow control, congestion management, and lossless networking as they apply to latency-sensitive AI cluster communication.

Practice question for this objective

Free sampleAI Infrastructuremedium

An architect is selecting a network fabric for a new GPU training cluster and wants a transport that natively provides credit-based flow control so that frames are not dropped under congestion, without relying on additional Ethernet extensions to achieve lossless behaviour. Which fabric technology meets this requirement by design?

  • AStandard TCP/IP over 100 GbE, which retransmits any dropped segments to guarantee eventual delivery to the receiver
  • BInfiniBand, which uses link-level credit-based flow control so a sender transmits only when the receiver has advertised buffer space Correct
  • CPlain Ethernet with no extensions, which relies on large switch buffers to absorb traffic bursts and so avoid loss
  • DFibre Channel, which is optimised to carry block storage traffic between server hosts and disk arrays
InfiniBand provides lossless transport through link-level credit-based flow control rather than relying on retransmission or Ethernet extensions. Credit-based flow control means a sender is permitted to transmit only when the receiver has advertised free buffer credits, so packets are never dropped due to buffer overflow; this is intrinsic to InfiniBand and is why it is favoured for loss-sensitive collective communication.

Why A is wrong: It is tempting because TCP does guarantee eventual delivery, but TCP achieves reliability through retransmission after loss rather than by preventing drops, so it is not lossless and its retransmissions add latency that throttles collective operations.

Why B is correct: InfiniBand implements credit-based flow control at the link layer, so a sender transmits only after the receiver advertises available buffer credits, making the fabric lossless by design without needing add-on Ethernet mechanisms.

Why C is wrong: It is tempting because deeper buffers reduce drops, but unextended Ethernet has no flow-control contract between sender and receiver, so once buffers fill, frames are still dropped, meaning it is not lossless by design.

Why D is wrong: It is tempting because Fibre Channel is also a credit-based, lossless fabric, but it is purpose-built for storage area networks and is not used to carry GPU-to-GPU collective communications in AI training clusters.

See more NCA-AIIO practice questions, answers explained.

More in this domain

Back to all AI Infrastructure objectives, or the NCA-AIIO cert hub.

Examworthy is not affiliated with or endorsed by NVIDIA. Original, blueprint-aligned practice material only.