NCA-AIIO - AI Infrastructure - Section 2.7
Determine networking requirements for AI workloads.
Determine the bandwidth, latency, and topology requirements of distributed AI training workloads, where all-reduce collective operations place heavy demand on the compute fabric. Distinguish between the compute network, used for GPU-to-GPU communication, and the storage and management networks, and recognise when RDMA over Converged Ethernet (RoCE) or InfiniBand is appropriate.
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