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Exploiting Friendship Relations for Efficient Routing in Mobile Social Networks
Dec. 2012 (vol. 23 no. 12)
pp. 2254-2265
Eyuphan Bulut, Rensselaer Polytechnic Institute, Troy
Boleslaw K. Szymanski, Rensselaer Polytechnic Institute, Troy
Routing in delay tolerant networks is a challenging problem due to the intermittent connectivity between nodes resulting in the frequent absence of end-to-end path for any source-destination pair at any given time. Recently, this problem has attracted a great deal of interest and several approaches have been proposed. Since Mobile Social Networks (MSNs) are increasingly popular type of Delay Tolerant Networks (DTNs), making accurate analysis of social network properties of these networks is essential for designing efficient routing protocols. In this paper, we introduce a new metric that detects the quality of friendships between nodes accurately. Utilizing this metric, we define the community of each node as the set of nodes having close friendship relations with this node either directly or indirectly. We also present Friendship-Based Routing in which periodically differentiated friendship relations are used in forwarding of messages. Extensive simulations on both real and synthetic traces show that the introduced algorithm is more efficient than the existing algorithms.
Index Terms:
Routing,Social network services,Algorithm design and analysis,Tolerant networks,Delay,efficiency,Delay tolerant networks,mobile social networks,routing
Citation:
Eyuphan Bulut, Boleslaw K. Szymanski, "Exploiting Friendship Relations for Efficient Routing in Mobile Social Networks," IEEE Transactions on Parallel and Distributed Systems, vol. 23, no. 12, pp. 2254-2265, Dec. 2012, doi:10.1109/TPDS.2012.83
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