Knapsack problems: algorithms and computer implementations
Knapsack problems: algorithms and computer implementations
A delay-tolerant network architecture for challenged internets
Proceedings of the 2003 conference on Applications, technologies, architectures, and protocols for computer communications
Probabilistic routing in intermittently connected networks
ACM SIGMOBILE Mobile Computing and Communications Review
A message ferrying approach for data delivery in sparse mobile ad hoc networks
Proceedings of the 5th ACM international symposium on Mobile ad hoc networking and computing
Spray and wait: an efficient routing scheme for intermittently connected mobile networks
Proceedings of the 2005 ACM SIGCOMM workshop on Delay-tolerant networking
Multicasting in delay tolerant networks: semantic models and routing algorithms
Proceedings of the 2005 ACM SIGCOMM workshop on Delay-tolerant networking
PeopleNet: engineering a wireless virtual social network
Proceedings of the 11th annual international conference on Mobile computing and networking
Performance analysis of mobility-assisted routing
Proceedings of the 7th ACM international symposium on Mobile ad hoc networking and computing
Analysis and implications of student contact patterns derived from campus schedules
Proceedings of the 12th annual international conference on Mobile computing and networking
Impact of Human Mobility on Opportunistic Forwarding Algorithms
IEEE Transactions on Mobile Computing
Social network analysis for routing in disconnected delay-tolerant MANETs
Proceedings of the 8th ACM international symposium on Mobile ad hoc networking and computing
A socio-aware overlay for publish/subscribe communication in delay tolerant networks
Proceedings of the 10th ACM Symposium on Modeling, analysis, and simulation of wireless and mobile systems
Distributed community detection in delay tolerant networks
Proceedings of 2nd ACM/IEEE international workshop on Mobility in the evolving internet architecture
Bubble rap: social-based forwarding in delay tolerant networks
Proceedings of the 9th ACM international symposium on Mobile ad hoc networking and computing
Proceedings of the 9th ACM international symposium on Mobile ad hoc networking and computing
Modelling data dissemination in opportunistic networks
Proceedings of the third ACM workshop on Challenged networks
Social network analysis on data diffusion in delay tolerant networks
Proceedings of the tenth ACM international symposium on Mobile ad hoc networking and computing
An opportunistic batch bundle authentication scheme for energy constrained DTNs
INFOCOM'10 Proceedings of the 29th conference on Information communications
Routing in socially selfish delay tolerant networks
INFOCOM'10 Proceedings of the 29th conference on Information communications
Context- and social-aware middleware for opportunistic networks
Journal of Network and Computer Applications
Fine-grained mobility characterization: steady and transient state behaviors
Proceedings of the eleventh ACM international symposium on Mobile ad hoc networking and computing
Evaluating the impact of social selfishness on the epidemic routing in delay tolerant networks
IEEE Communications Letters
Social network analysis concepts in the design of wireless ad hoc network protocols
IEEE Network: The Magazine of Global Internetworking
Characterising aggregate inter-contact times in heterogeneous opportunistic networks
NETWORKING'11 Proceedings of the 10th international IFIP TC 6 conference on Networking - Volume Part II
Performance evaluation of network coding in disruption tolerant networks
Proceedings of the Second Asia-Pacific Symposium on Internetware
Communication capacity-based message exchange mechanism for delay-tolerant networks
Computer Networks: The International Journal of Computer and Telecommunications Networking
Multiple mobile data offloading through delay tolerant networks
CHANTS '11 Proceedings of the 6th ACM workshop on Challenged networks
Research challenges towards the Future Internet
Computer Communications
Modelling inter-contact times in social pervasive networks
Proceedings of the 14th ACM international conference on Modeling, analysis and simulation of wireless and mobile systems
Floating content for probabilistic information sharing
Pervasive and Mobile Computing
Putting contacts into context: mobility modeling beyond inter-contact times
MobiHoc '11 Proceedings of the Twelfth ACM International Symposium on Mobile Ad Hoc Networking and Computing
A dynamic multicast tree based routing scheme without replication in delay tolerant networks
Journal of Parallel and Distributed Computing
Proceedings of the third ACM international workshop on Mobile Opportunistic Networks
Information dissemination dynamics in delay tolerant network: a bipartite network approach
Proceedings of the third ACM international workshop on Mobile Opportunistic Networks
A routing protocol for socially selfish delay tolerant networks
Ad Hoc Networks
Evaluation of collaborative selfish node detection in MANETS and DTNs
Proceedings of the 15th ACM international conference on Modeling, analysis and simulation of wireless and mobile systems
Ego network models for Future Internet social networking environments
Computer Communications
Mobile social networks: state-of-the-art and a new vision
International Journal of Communication Systems
Trust-aware query routing in P2P social networks
International Journal of Communication Systems
Social-aware multicast in disruption-tolerant networks
IEEE/ACM Transactions on Networking (TON)
Exploring social properties in vehicular ad hoc networks
Proceedings of the Fourth Asia-Pacific Symposium on Internetware
Data delivery scheme for intermittently connected mobile sensor networks
Computer Communications
MINT: maximizing information propagation in predictable delay-tolerant network
Proceedings of the fourteenth ACM international symposium on Mobile ad hoc networking and computing
On Modeling The Impact of Selfish Behaviors on Limited Epidemic Routing in Delay Tolerant Networks
Wireless Personal Communications: An International Journal
Proceedings of the 16th ACM international conference on Modeling, analysis & simulation of wireless and mobile systems
RECAST: telling apart social and random relationships in dynamic networks
Proceedings of the 16th ACM international conference on Modeling, analysis & simulation of wireless and mobile systems
Performance analysis of epidemic routing in DTNs with limited forwarding times and selfish nodes
International Journal of Ad Hoc and Ubiquitous Computing
Optimal management of dynamic information in Delay Tolerant Networks
The Journal of Supercomputing
A Fast Model for Evaluating the Detection of Selfish Nodes Using a Collaborative Approach in MANETs
Wireless Personal Communications: An International Journal
Optimal Routing Control in Delay Tolerant Networks with Time-Varying Fees
Wireless Personal Communications: An International Journal
MPaaS: Mobility prediction as a service in telecom cloud
Information Systems Frontiers
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Node mobility and end-to-end disconnections in Delay Tolerant Networks (DTNs) greatly impair the effectiveness of data dissemination. Although social-based approaches can be used to address the problem, most existing solutions only focus on forwarding data to a single destination. In this paper, we are the first to study multicast in DTNs from the social network perspective. We study multicast in DTNs with single and multiple data items, investigate the essential difference between multicast and unicast in DTNs, and formulate relay selections for multicast as a unified knapsack problem by exploiting node centrality and social community structures. Extensive trace-driven simulations show that our approach has similar delivery ratio and delay to the Epidemic routing, but can significantly reduce the data forwarding cost measured by the number of relays used.