Abstract: With the rapid growth of the scale of distributed machine learning (ML) systems, All-Reduce, enabling the exchange and reduction of chunks among a group of nodes, has emerged as a critical ...

Abstract: The acyclic coloring problem, a specialized area within graph coloring, has numerous applications across diverse fields. It involves assigning colors to the vertices of a graph such that no ...