MailRail: Mitigating Incast Congestion with User-Space, Node-Based Flow Control

Noel Gomillion, Lance Fletcher, Trevor Steil +2

Irregular workloads, such as those stemming from Graph Neural Networks (GNNs) and Mixture-of-Experts (MoE) models, frequently induce severe incast congestion in large-scale paralle…