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Erschienen in: Wireless Personal Communications 2/2014

01.11.2014

Socially-Aware Multi-phase Opportunistic Routing for Distributed Mobile Social Networks

verfasst von: Nikolaos Vastardis, Kun Yang, Supeng Leng

Erschienen in: Wireless Personal Communications | Ausgabe 2/2014

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Abstract

The work presented in this paper focuses on opportunistic routing in distributed Mobile Social Networks (MSNs). It proposes a novel routing protocol called Socially-Aware Multi-Phase Opportunistic (SAMPhO), where the routing procedure for each message is carried out in multiple phases. From the various socially aware metrics considered, ego-betweenness and tie strength are selected to be utilized according to the conditions of the social environment. Previous research on the area suggests that different metrics are useful in different conditions. However, only recently steps towards this direction are taken. To evaluate the proposed hypothesis, a simulated delay tolerant MSN was introduced in the OMNeT++ environment using a framework, developed as part of this work. It is called Socially-Aware Opportunistic Routing System (SAORS) and its modular design facilitates further research in opportunistic networks. The routing mechanism is divided in three independent stages, with SAORS focusing on providing the necessary functionality for the first one. The simulation results drawn clearly demonstrate the scalability and improved performance of SAMPhO, especially in highly social scenarios. It is shown to be both more efficient and effective than previous algorithms, in terms of bandwidth and memory utilization, and delivery rates respectively. However, it relies greatly on the accuracy of the social tie detection, since the copy generation is very limited.

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Literatur
1.
Zurück zum Zitat Boldrini, C., Conti, M., & Passarella, A. (2007). Users mobility models for opportunistic networks: The role of physical locations. In Proceedings of IEEE WRECOM. Boldrini, C., Conti, M., & Passarella, A. (2007). Users mobility models for opportunistic networks: The role of physical locations. In Proceedings of IEEE WRECOM.
2.
Zurück zum Zitat Boldrini, C., Conti, M., Delmastro, F., & Passarella, A. (2010). Context- and social-aware middleware for opportunistic networks. Journal of Network and Computer Applications, 33(5), 525–541. ISSN:1084-8045. doi:10.1016/j.jnca.2010.03.017. Boldrini, C., Conti, M., Delmastro, F., & Passarella, A. (2010). Context- and social-aware middleware for opportunistic networks. Journal of Network and Computer Applications, 33(5), 525–541. ISSN:1084-8045. doi:10.​1016/​j.​jnca.​2010.​03.​017.
3.
Zurück zum Zitat Brin, S., & Page, L. (1998). The anatomy of a large-scale hypertextual web search engine. Computer Networks and ISDN Systems, 30(1–7), 107–117. ISSN:0169-7552. doi:10.1016/S0169-7552(98)00110-X. Brin, S., & Page, L. (1998). The anatomy of a large-scale hypertextual web search engine. Computer Networks and ISDN Systems, 30(1–7), 107–117. ISSN:0169-7552. doi:10.​1016/​S0169-7552(98)00110-X.
4.
Zurück zum Zitat Chaintreau, A., & Hui, P. (2005). Pocket switched networks: Real-world mobility and its consequences for opportunistic forwarding. Technical report no 617. Computer Laboratory, University of Cambridge. Chaintreau, A., & Hui, P. (2005). Pocket switched networks: Real-world mobility and its consequences for opportunistic forwarding. Technical report no 617. Computer Laboratory, University of Cambridge.
5.
Zurück zum Zitat Conti, M., Giordano, S., May, M., & Passarella, A. (2010). From opportunistic networks to opportunistic computing. Communications Magazine, 48(9):126–139. ISSN:0163-6804. doi:10.1109/MCOM.2010.5560597. Conti, M., Giordano, S., May, M., & Passarella, A. (2010). From opportunistic networks to opportunistic computing. Communications Magazine, 48(9):126–139. ISSN:0163-6804. doi:10.​1109/​MCOM.​2010.​5560597.
6.
Zurück zum Zitat Conti, M., Das, S. K., Bisdikian, C., Kumar, M., Ni, L. M., Passarella, A., et al. (2012). Fast track article: Looking ahead in pervasive computing: Challenges and opportunities in the era of cyber-physical convergence. Pervasive Mobile Computing, 8(1), 2–21. ISSN:1574-1192. doi:10.1016/j.pmcj.2011.10.001. Conti, M., Das, S. K., Bisdikian, C., Kumar, M., Ni, L. M., Passarella, A., et al. (2012). Fast track article: Looking ahead in pervasive computing: Challenges and opportunities in the era of cyber-physical convergence. Pervasive Mobile Computing, 8(1), 2–21. ISSN:1574-1192. doi:10.​1016/​j.​pmcj.​2011.​10.​001.
7.
Zurück zum Zitat Daly, E. M., & Haahr, M. (2009). Social network analysis for information flow in disconnected delay-tolerant manets. IEEE Transactions on Mobile Computing, 8, 606–621, ISSN:1536-1233. doi:10.1109/TMC.2008.161. Daly, E. M., & Haahr, M. (2009). Social network analysis for information flow in disconnected delay-tolerant manets. IEEE Transactions on Mobile Computing, 8, 606–621, ISSN:1536-1233. doi:10.​1109/​TMC.​2008.​161.
8.
Zurück zum Zitat Everett, M., & Borgatti, S. P. (2005). Ego network betweenness. Social Networks, 27(1), 31–38. ISSN:03788733. Everett, M., & Borgatti, S. P. (2005). Ego network betweenness. Social Networks, 27(1), 31–38. ISSN:03788733.
9.
Zurück zum Zitat Granovetter, M. S. (1973). The strength of weak ties. The American Journal of Sociology, 78(6), 1360–1380. ISSN:00029602. doi:10.2307/2776392. Granovetter, M. S. (1973). The strength of weak ties. The American Journal of Sociology, 78(6), 1360–1380. ISSN:00029602. doi:10.​2307/​2776392.
10.
Zurück zum Zitat Hossmann, T., Spyropoulos, T., & Legendre, F. (2010). Know thy neighbor: Towards optimal mapping of contacts to social graphs for DTN routing. In INFOCOM, 2010 Proceedings IEEE. doi:10.1109/INFCOM.2010.5462135. Hossmann, T., Spyropoulos, T., & Legendre, F. (2010). Know thy neighbor: Towards optimal mapping of contacts to social graphs for DTN routing. In INFOCOM, 2010 Proceedings IEEE. doi:10.​1109/​INFCOM.​2010.​5462135.
11.
Zurück zum Zitat Hui, P., Chaintreau, A., Scott, J., Gass, R., Crowcroft, J., & Diot, C. (2005). Pocket switched networks and human mobility in conference environments. In Proceedings of the 2005 ACM SIGCOMM workshop on delay-tolerant networking, WDTN ’05 (pp. 244–251), New York, NY, USA. ACM. ISBN:1-59593-026-4. doi:10.1145/1080139.1080142. Hui, P., Chaintreau, A., Scott, J., Gass, R., Crowcroft, J., & Diot, C. (2005). Pocket switched networks and human mobility in conference environments. In Proceedings of the 2005 ACM SIGCOMM workshop on delay-tolerant networking, WDTN ’05 (pp. 244–251), New York, NY, USA. ACM. ISBN:1-59593-026-4. doi:10.​1145/​1080139.​1080142.
12.
Zurück zum Zitat Hui, P., Crowcroft, J., & Yoneki, E. (2011). Bubble rap: Social-based forwarding in delay-tolerant networks. IEEE Transactions on Mobile Computing, 10(11), 1576–1589. ISSN:1536-1233. doi:10.1109/TMC.2010.246. Hui, P., Crowcroft, J., & Yoneki, E. (2011). Bubble rap: Social-based forwarding in delay-tolerant networks. IEEE Transactions on Mobile Computing, 10(11), 1576–1589. ISSN:1536-1233. doi:10.​1109/​TMC.​2010.​246.
13.
Zurück zum Zitat Ioannidis, S., & Chaintreau, A. (2009). On the strength of weak ties in mobile social networks. In SNS ’09: Proceedings of the second ACM EuroSys workshop on social network systems (pp. 19–25), New York, NY, USA, ACM. ISBN:978-1-60558-463-8. doi:10.1145/1578002.1578006. Ioannidis, S., & Chaintreau, A. (2009). On the strength of weak ties in mobile social networks. In SNS ’09: Proceedings of the second ACM EuroSys workshop on social network systems (pp. 19–25), New York, NY, USA, ACM. ISBN:978-1-60558-463-8. doi:10.​1145/​1578002.​1578006.
14.
Zurück zum Zitat Kretschmer, C., Rhrup, S., & Schindelhauer, C. (2008). Delay-tolerant on-demand routing for mobile ad hoc networks. Technical report no. 224, University of Freiburg, Germany. Kretschmer, C., Rhrup, S., & Schindelhauer, C. (2008). Delay-tolerant on-demand routing for mobile ad hoc networks. Technical report no. 224, University of Freiburg, Germany.
15.
Zurück zum Zitat Li, M., Gao, L., & Zhou, W. (2011). Mar: Message-aware routing for opportunistic wireless ad hoc networks. In Australasian telecommunication networks and applications conference (ATNAC) (pp. 1–6). doi:10.1109/ATNAC.2011.6096662. Li, M., Gao, L., & Zhou, W. (2011). Mar: Message-aware routing for opportunistic wireless ad hoc networks. In Australasian telecommunication networks and applications conference (ATNAC) (pp. 1–6). doi:10.​1109/​ATNAC.​2011.​6096662.
16.
Zurück zum Zitat Lindgren, A., Doria, A., & Schelén, O. (2003). Probabilistic routing in intermittently connected networks. SIGMOBILE Mobile Computing and Communications Review, 7, 19–20. ISSN:1559-1662. doi:10.1145/961268.961272. Lindgren, A., Doria, A., & Schelén, O. (2003). Probabilistic routing in intermittently connected networks. SIGMOBILE Mobile Computing and Communications Review, 7, 19–20. ISSN:1559-1662. doi:10.​1145/​961268.​961272.
17.
Zurück zum Zitat Moreira, W., Mendes, P., & Sargento, S. (2012). Opportunistic routing based on daily routines. In Proceedings of the 6th IEEE WoWMoM workshop on autonomic and opportunistic communications (AOC 2012). doi:10.1109/WoWMoM.2012.6263749. Moreira, W., Mendes, P., & Sargento, S. (2012). Opportunistic routing based on daily routines. In Proceedings of the 6th IEEE WoWMoM workshop on autonomic and opportunistic communications (AOC 2012). doi:10.​1109/​WoWMoM.​2012.​6263749.
18.
Zurück zum Zitat Motani, M., & Srinivasan, V. (2005). Peoplenet: Engineering a wireless virtual social network. In in Proceedings of ACM MobiCom (pp. 243–257). Motani, M., & Srinivasan, V. (2005). Peoplenet: Engineering a wireless virtual social network. In in Proceedings of ACM MobiCom (pp. 243–257).
19.
Zurück zum Zitat Mtibaa, A., May, M., Diot, C., & Ammar, M. (2010). Peoplerank: Social opportunistic forwarding. In Proceedings of the 29th conference on information communications, INFOCOM’10 (pp. 111–115), Piscataway, NJ, USA. IEEE Press. ISBN:978-1-4244-5836-3. Mtibaa, A., May, M., Diot, C., & Ammar, M. (2010). Peoplerank: Social opportunistic forwarding. In Proceedings of the 29th conference on information communications, INFOCOM’10 (pp. 111–115), Piscataway, NJ, USA. IEEE Press. ISBN:978-1-4244-5836-3.
20.
Zurück zum Zitat Musolesi, M., Hailes, S., & Mascolo, C. (2004). An ad hoc mobility model founded on social network theory. In MSWiM ’04: Proceedings of the 7th ACM international symposium on modeling, analysis and simulation of wireless and mobile systems (pp. 20–24), New York, NY, USA. ACM. ISBN:1-58113-953-5. doi:10.1145/1023663.1023669. Musolesi, M., Hailes, S., & Mascolo, C. (2004). An ad hoc mobility model founded on social network theory. In MSWiM ’04: Proceedings of the 7th ACM international symposium on modeling, analysis and simulation of wireless and mobile systems (pp. 20–24), New York, NY, USA. ACM. ISBN:1-58113-953-5. doi:10.​1145/​1023663.​1023669.
21.
Zurück zum Zitat Newman, M. E. J., & Girvan, M. (2004). Finding and evaluating community structure in networks. Physical Review E, 69, 026113.CrossRef Newman, M. E. J., & Girvan, M. (2004). Finding and evaluating community structure in networks. Physical Review E, 69, 026113.CrossRef
22.
Zurück zum Zitat Niu, J., Guo, J., Cai, Q., Sadeh, N., & Guo, S. (2011). Predict and spread: An efficient routing algorithm for opportunistic networking. In 2011 IEEE wireless communications and networking conference (WCNC) (pp. 498–503). IEEE. ISBN:978-1-61284-255-4. doi:10.1109/WCNC.2011.5779183. Niu, J., Guo, J., Cai, Q., Sadeh, N., & Guo, S. (2011). Predict and spread: An efficient routing algorithm for opportunistic networking. In 2011 IEEE wireless communications and networking conference (WCNC) (pp. 498–503). IEEE. ISBN:978-1-61284-255-4. doi:10.​1109/​WCNC.​2011.​5779183.
23.
Zurück zum Zitat Pelusi, L., Passarella, A., & Conti, M. (2006). Opportunistic networking: Data forwarding in disconnected mobile ad hoc networks. Communications Magazine, IEEE, 44(11), 134–141. ISSN:0163-6804. doi:10.1109/MCOM.2006.248176. Pelusi, L., Passarella, A., & Conti, M. (2006). Opportunistic networking: Data forwarding in disconnected mobile ad hoc networks. Communications Magazine, IEEE, 44(11), 134–141. ISSN:0163-6804. doi:10.​1109/​MCOM.​2006.​248176.
24.
Zurück zum Zitat Schurgot, M. R., Comaniciu, C., & Jaffrès-Runser, K. (2011). Beyond traditional dtn routing: Social networks for opportunistic communication. CoRR. abs/1110.2480. Schurgot, M. R., Comaniciu, C., & Jaffrès-Runser, K. (2011). Beyond traditional dtn routing: Social networks for opportunistic communication. CoRR. abs/1110.2480.
25.
Zurück zum Zitat Vahdat A., & Becker D. (2000). Epidemic Routing for Partially Connected Ad Hoc Networks. Technical Report CS-200006, Duke University. Vahdat A., & Becker D. (2000). Epidemic Routing for Partially Connected Ad Hoc Networks. Technical Report CS-200006, Duke University.
26.
Zurück zum Zitat Vastardis, N., & Yang, K. (2012). An enhanced community-based mobility model for distributed mobile social networks. Journal of Ambient Intelligence and Humanized Computing. ISSN:1868-5137. doi:10.1007/s12652-012-0118-y. Vastardis, N., & Yang, K. (2012). An enhanced community-based mobility model for distributed mobile social networks. Journal of Ambient Intelligence and Humanized Computing. ISSN:1868-5137. doi:10.​1007/​s12652-012-0118-y.
27.
Zurück zum Zitat Vastardis, N., & Yang, K. (2013). Multi-phase socially-aware routing in distributed mobile social networks. In Wireless communications and mobile computing conference (IWCMC), 2013 9th international (pp. 1353–1358). IEEE. Vastardis, N., & Yang, K. (2013). Multi-phase socially-aware routing in distributed mobile social networks. In Wireless communications and mobile computing conference (IWCMC), 2013 9th international (pp. 1353–1358). IEEE.
28.
Zurück zum Zitat Zhu, H., Dong, M., Chang, S., Zhu, Y., Li, M., & Shen, S. (2013) Zoom: Scaling the mobility for fast opportunistic forwarding in vehicular networks. In INFOCOM, 2013 Proceedings IEEE. Zhu, H., Dong, M., Chang, S., Zhu, Y., Li, M., & Shen, S. (2013) Zoom: Scaling the mobility for fast opportunistic forwarding in vehicular networks. In INFOCOM, 2013 Proceedings IEEE.
Metadaten
Titel
Socially-Aware Multi-phase Opportunistic Routing for Distributed Mobile Social Networks
verfasst von
Nikolaos Vastardis
Kun Yang
Supeng Leng
Publikationsdatum
01.11.2014
Verlag
Springer US
Erschienen in
Wireless Personal Communications / Ausgabe 2/2014
Print ISSN: 0929-6212
Elektronische ISSN: 1572-834X
DOI
https://doi.org/10.1007/s11277-014-1933-6

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