Abstract: A one-dimensional load balancing method is proposed with memory constraint.It is an iterative method which converges to optimal partitioning linearly.Experiments on(1 024) CPUs with typical load imbalance models and a three-dimensional molecular dynamics program show effectiveness of the method.