Posts by Bryan Varble
AMD Instinct™ Network Traffic, Congestion Trends, and Harmonics in Scale-Out Networks for AI Training Clusters
- 09 July 2026
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Comparative Analysis of Scale-Out RoCE Network Traffic Patterns and Loads in Training Large Language Models
- 18 June 2026
As large-scale AI workloads continue to grow, understanding network behavior becomes critical. This blog analyzes scale-out RoCE traffic patterns and loads in large language model training, helping you uncover bottlenecks, improve performance, and design more scalable ROCm-based systems.