Comparative Analysis of Scale-Out RoCE Network Traffic Patterns and Loads in Training Large Language Models
A comparative analysis of scale-out RoCE network traffic patterns in training large language models reveals that hyperscale deployments like xAI's Grok 4.0 generate network loads orders of magnitude h…