There is disclosed a technique for achieving scalable communication within a distributed system using dynamic communication trees. In a client server environment, and particularly in such an environment in which storage systems and storage area networks are managed by distributed management software, embodiments of the present invention are presented by which communication trees are built in a manner that evenly distributes load throughout nodes in the network, whereby scalability is enhanced allowing a larger number of nodes than otherwise allowable without such trees. Other advantages achievable by utilization of such trees are also disclosed.