The present invention provides a unique
system and method that facilitates reducing network traffic between a plurality of servers located on a social-based network. The
system and method involve identifying a plurality of vertices or service users on the network with respect to their
server or network locations. The vertices' contacts or connections can be located or determined as well. In order to minimize communication traffic, the vertices and their connections with respect to their respective
server locations can be analyzed to determine whether at least a subset of nodes should be moved or relocated to another
server to facilitate mitigating network traffic while balancing user load among the various servers or parts of the network. Thus, an underlying
social network can be effectively partitioned. In addition, the network can be parsed into a collection of nested
layers, whereby each successively less dense layer can be partitioned with respect to the previous (partitioned) more dense layer.