Abstract: In-network aggregation (INA) has emerged as a key technology to alleviate communication bottlenecks in large-scale distributed training, but its performance is often hindered by suboptimal ...

Abstract: This paper presents a comparative analysis in network structure, delivery units and customer interaction in Vehicle Routing Problem (VRP) and the Rail Container Scheduling Problem (RCSSP), ...