This technical deep-dive examines how cloud computing workloads drive modern data center network architecture, from the shift to east-west traffic dominance through the optical interconnect strategies that enable hyperscale leaf-spine fabrics. Engineers will gain practical insights into deploying DAC, AOC, and MPO/MTP solutions that balance performance, cost, and operational efficiency in cloud environments.