Abstract
Most existing mobility-assisted data access techniques in delay tolerant mobile ad hoc networks (DT-MANETs) are designed to disseminate data to one or several particular destinations. Different from these works, we study the data diffusion problem which diffuses data among all moving nodes so that the nodes that are interested in this data item can get it easily either from their encountered friend nodes or stranger nodes. To reduce the data access delay, we introduce four social-aware data diffusion schemes based on the social relationship and data similarity of the contacts. We also provide solutions to quantify data/interest similarity and to determine whether two nodes are friends or strangers. Theoretical models are developed to analyze the data diffusion process and compare the performance of the four proposed diffusion schemes in terms of diffusion speed and query delay. We use real traces of human contacts to emulate data diffusion under different schemes. Both theoretical analysis and experimental results imply an interesting fact: to achieve better diffusion performance, each node should first diffuse the data similar to their common interests when it meets a friend, and first diffuse the data different to their common interests when it meets a stranger.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Preview
Unable to display preview. Download preview PDF.
References
S. Jain, K. Fall, and R. Patra. Routing in a delay tolerant network. In SIGCOMM, pages 145–158, 2004.
W. Zhao, M. Ammar, and E. Zegura. A message ferrying approach for data delivery in sparse mobile ad hoc networks. In MobiHoc, pages 187–198, 2004.
T. Small and Z. J. Haas. The shared wireless infostation model: a new ad hoc networking paradigm (or where there is a whale, there is a way). In MobiHoc, pages 233–244, 2003.
A. Chaintreau, P. Hui, J. Crowcroft, C. Diot, R. Gass, and J. Scott. Impact of human mobility on opportunistic forwarding algorithms. IEEE Transactions on Mobile Computing, 6(6): 606–620, 2007.
E. Daly and M. Haahr. Social network analysis for routing in disconnected delay-tolerant manets. In MobiHoc, pages 32–40, 2007.
P. Hui, J. Crowcroft, and E. Yoneki. Bubble rap: Social based forwarding in delay tolerant networks. In MobiHoc, 2008.
P. Costa, C. Mascolo, M. Musolesi, and G.P. Picco. Socially-aware routing for publish-subscribe in delay-tolerant mobile ad hoc networks. IEEE Journal on Selected Areas in Communications, 26(5):748–760, June 2008.
J. Ghosh, S. J. Philip, and C. Qiao. Sociological orbit aware location approximation and routing (solar) in manet. Ad Hoc Netw., 5(2):189–209, 2007.
J. Burgess, B. Gallagher, D. Jensen, and B.N. Levine. Maxprop: Routing for vehicle-based disruption-tolerant networks. In INFOCOM, 2006.
M. McPherson, L. Smith-Lovin, and J. Cook. Birds of a feather: Homophily in social networks. In Annual Review of Sociology, pages 15–44, 2001.
Cambridge Haggle Project. http://www.haggleproject.org/.
MIT Realisty Mining Project. http://reality.media.mit.edu/.
M. Motani, V. Srinivasan, and P. S. Nuggehalli. Peoplenet: engineering a wireless virtual social network. In MobiCom, pages 243–257, 2005.
W. Gao, Q. Li, B. Zhao, and G.Cao. Multicasting in delay tolerant networks: A social network perspective. In MobiHoc, 2009.
F. Bai and A. Helmy. Impact of mobility on last encounter routing protocols. SECON, pages 461–470, June 2007.
W. Gao, and G. Cao. On Exploiting Transient Contact Patterns for Data Forwarding in Delay Tolerant Networks. In IEEE International conference on network protocols(ICNP), 2010.
Q. Li, S. Zhu, and G. Cao. Routing in socially selfish delay tolerant networks. In INFOCOM, 2010.
Y. Zhang, J. Zhao, G. Cao, and C. Das. On interest locality in content-based routing for large-scale manets. In IEEE 6th International Conference on Mobile Adhoc and Sensor Systems (MASS), pages 178–187, 2009.
A. Miklas, K. Gollu, K. Chan, S. Saroiu, K. Gummadi, and E. Lara. Exploiting social interactions in mobile systems. In UbiComp, 2007.
T. Karagiannis, J. Boudec, and M. Vojnović. Power law and exponential decay of inter contact times between mobile devices. In MobiCom, pages 183–194, 2007.
Y. Wang, B. Krishnarnachari, and T. Valente. Findings from an empirical study of fine-grained human social contacts. In The Sixth International Conference on Wireless On-Demand Network Systems and Services (WONS), pages 141–148, 2009.
W. Hsu, D. Dutta, and A. Helmy. Mining behavioral groups in large wireless lans. In MobiCom, pages 338–341, 2007.
J. Zhao and G. Cao. VADD: vehicle-assisted data delivery in vehicular ad hoc networks. IEEE Transactions on Vehicular Technology, 57(3):1910–1922, May 2008.
Y. Zhang, J. Zhao, and G. Cao. Roadcast: a popularity aware content sharing scheme in vanets. In IEEE ICDCS, pages 223–230, 2009.
S. Kapadia, B. Krishnamachari, and S. Ghandeharizadeh. Static replication strategies for content availability in vehicular ad-hoc networks. Journal of Mobile Network and Applications (MONET), 14(5):590–610, 2009.
S. Ghandeharizadeh and S. Kapadia. An evaluation of location-demographic replacement policies for zebroids. In IEEE Consumer Communications and Networking Conference (CCNC), Jan 2006.
C. Boldrini, M. Conti, and A. Passarella. Contentplace: social-aware data dissemination in opportunistic networks. In MSWiM, pages 203–210, 2008.
V. Lenders, G. Karlsson, and M. May. Wireless ad hoc podcasting. In SECON, pages 273–283, 2007.
X. Zhang, G. Neglia, J. Kurose, and D. Towsley. Performance modeling of epidemic routing. Comput. Netw., 51(10):2867–2891, 2007.
K. Lee, M. Le, J. Haerri, and M. Gerla. Louvre: Landmark overlays for urban vehicular routing environments. IEEE WiVeC, 2008.
Q. Yuan, I. Cardei, and J. Wu. Predict and relay: an efficient routing in disruption-tolerant networks. In MobiHoc, pages 95–104, 2009.
RDF Core Working Group http://www.w3.org/RDF/.
Web Services Description Language (WSDL) Version 2.0 http://www.w3.org/TR/wsdl20.
S. Kullback and R. A. Leibler. On information and sufficiency. In Annals of Mathematical Statistics 22: 79-86., 1951.
W. J. Reed. The pareto, zipf and other power laws. In Economics Letters, pages 15–19, 2001.
Acknowledgements
This work was supported in part by Network Science CTA under Grant W911NF-09-2-0053.
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2012 Springer Science+Business Media, LLC
About this chapter
Cite this chapter
Zhang, Y., Gao, W., Cao, G., Porta, T.L., Krishnamachari, B., Iyengar, A. (2012). Social-Aware Data Diffusion in Delay Tolerant MANETs. In: Thai, M., Pardalos, P. (eds) Handbook of Optimization in Complex Networks. Springer Optimization and Its Applications(), vol 58. Springer, New York, NY. https://doi.org/10.1007/978-1-4614-0857-4_15
Download citation
DOI: https://doi.org/10.1007/978-1-4614-0857-4_15
Published:
Publisher Name: Springer, New York, NY
Print ISBN: 978-1-4614-0856-7
Online ISBN: 978-1-4614-0857-4
eBook Packages: Mathematics and StatisticsMathematics and Statistics (R0)