Towards social-aware routing in dynamic communication networks
Thang N. Dinh, Xuan Ying, My T. Thai · 2009
Many communication networks such as Mobile Ad Hoc Networks (MANETs) involve in human interactions and exhibit properties of social networks. Hence, it is interesting to see how knowledge from social networks can be used to enhance the communication processes. We focus on the use of identifying modular structure in social networks to improve the efficiency of routing strategies. Since nodes mobility in a network often alters its modular structure and requires recomputing of modules from scratch, updating the modules is the main bottleneck in current social-aware routing strategies where nodes often have limited processing speed. Towards real-time routing strategies, we develop an adaptive method to efficiently update modules in a dynamic network in which a novel compact representation of the network is used to significantly reduces the network size while preserving essential network structure.