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2020 | OriginalPaper | Buchkapitel

SAS: Seasonality Aware Social-Based Forwarder Selection in Delay Tolerant Networks

verfasst von : Amrita Bose Paul, Akhil GV, Santosh Biswas, Sukumar Nandi, Niladri Sett

Erschienen in: Innovations for Community Services

Verlag: Springer International Publishing

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Abstract

In social-based delay tolerant network (DTN) applications, hand-held mobile devices exchange information. The inherent social property of DTN has encouraged contemporary researchers in exploiting social metrics to devise forwarding techniques for efficient routing. This work observes evidence of seasonal behavior in contacts between node-pairs in real mobility traces, and exploits it to devise a novel seasonality aware similarity measure. We incorporate seasonality information into tie-strength, and then use it as link weight in a weighted similarity measure which we extend from Katz similarity index. We propose a Seasonality Aware Social-based (SAS) DTN forwarding technique based on the proposed similarity measure and ego-betweenness centrality. Finally we perform real trace driven simulations to show that SAS outperforms baseline social-based DTN forwarding methods significantly.

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Literatur
1.
Zurück zum Zitat Vastardis, N., Yang, K.: Mobile social networks: architectures, social properties, and key research challenges. IEEE Commun. Surv. Tutorials 15(3), 1355–1371 (2013)CrossRef Vastardis, N., Yang, K.: Mobile social networks: architectures, social properties, and key research challenges. IEEE Commun. Surv. Tutorials 15(3), 1355–1371 (2013)CrossRef
2.
Zurück zum Zitat Hui, P., Chaintreau, A., Scott, J., Gass, R., Crowcroft, J., Diot, C.: Pocket switched networks and human mobility in conference environments. In: Proceedings of the ACM SIGCOMM Workshop on Delay-tolerant Networking, pp. 244–251. ACM (2005) Hui, P., Chaintreau, A., Scott, J., Gass, R., Crowcroft, J., Diot, C.: Pocket switched networks and human mobility in conference environments. In: Proceedings of the ACM SIGCOMM Workshop on Delay-tolerant Networking, pp. 244–251. ACM (2005)
3.
Zurück zum Zitat Pereira, P.R., Casaca, A., Rodrigues, J.J., Soares, V.N., Triay, J., Cervelló-Pastor, C.: From delay-tolerant networks to vehicular delay-tolerant networks. IEEE Commun. Surv. Tutorials 14(4), 1166–1182 (2012)CrossRef Pereira, P.R., Casaca, A., Rodrigues, J.J., Soares, V.N., Triay, J., Cervelló-Pastor, C.: From delay-tolerant networks to vehicular delay-tolerant networks. IEEE Commun. Surv. Tutorials 14(4), 1166–1182 (2012)CrossRef
4.
Zurück zum Zitat Conti, M., Giordano, S.: Mobile ad hoc networking: milestones, challenges, and new research directions. IEEE Commun. Mag. 52(1), 85–96 (2014)CrossRef Conti, M., Giordano, S.: Mobile ad hoc networking: milestones, challenges, and new research directions. IEEE Commun. Mag. 52(1), 85–96 (2014)CrossRef
5.
Zurück zum Zitat Zhu, Y., Xu, B., Shi, X., Wang, Y.: A survey of social-based routing in delay tolerant networks: positive and negative social effects. IEEE Commun. Surv. Tutorials 15(1), 387–401 (2013)CrossRef Zhu, Y., Xu, B., Shi, X., Wang, Y.: A survey of social-based routing in delay tolerant networks: positive and negative social effects. IEEE Commun. Surv. Tutorials 15(1), 387–401 (2013)CrossRef
6.
Zurück zum Zitat Liben-Nowell, D., Kleinberg, J.: The link-prediction problem for social networks. In: Proceedings of the Conference on Information and Knowledge Management (CIKM 2003), pp. 556–559 (2003) Liben-Nowell, D., Kleinberg, J.: The link-prediction problem for social networks. In: Proceedings of the Conference on Information and Knowledge Management (CIKM 2003), pp. 556–559 (2003)
7.
Zurück zum Zitat Freeman, L.C.: Centrality in social networks conceptual clarification. Soc. Netw. 1(3), 215–239 (1978)CrossRef Freeman, L.C.: Centrality in social networks conceptual clarification. Soc. Netw. 1(3), 215–239 (1978)CrossRef
9.
Zurück zum Zitat Daly, E.M., Haahr, M.: Social network analysis for routing in disconnected delay-tolerant MANETs. In: Proceedings of the 8th ACM International Symposium on Mobile Ad hoc Networking and Computing, pp. 32–40. ACM (2007) Daly, E.M., Haahr, M.: Social network analysis for routing in disconnected delay-tolerant MANETs. In: Proceedings of the 8th ACM International Symposium on Mobile Ad hoc Networking and Computing, pp. 32–40. ACM (2007)
10.
Zurück zum Zitat Hui, P., Crowcroft, J., Yoneki, E.: Bubble rap: social-based forwarding in delay-tolerant networks. IEEE Trans. Mob. Comput. 10(11), 1576–1589 (2011)CrossRef Hui, P., Crowcroft, J., Yoneki, E.: Bubble rap: social-based forwarding in delay-tolerant networks. IEEE Trans. Mob. Comput. 10(11), 1576–1589 (2011)CrossRef
11.
12.
Zurück zum Zitat Hui, P., Yoneki, E., Chan, S.Y., Crowcroft, J.: Distributed community detection in delay tolerant networks. In: Proceedings of 2nd ACM/IEEE International Workshop on Mobility in the Evolving Internet Architecture. ACM (2007) Hui, P., Yoneki, E., Chan, S.Y., Crowcroft, J.: Distributed community detection in delay tolerant networks. In: Proceedings of 2nd ACM/IEEE International Workshop on Mobility in the Evolving Internet Architecture. ACM (2007)
14.
Zurück zum Zitat Eagle, N., Pentland, A.S.: Reality mining: sensing complex social systems. Pers. Ubiquit. Comput. 10(4), 255–268 (2006)CrossRef Eagle, N., Pentland, A.S.: Reality mining: sensing complex social systems. Pers. Ubiquit. Comput. 10(4), 255–268 (2006)CrossRef
15.
Zurück zum Zitat Li, F., Wu, J.: LocalCom: a community-based epidemic forwarding scheme in disruption-tolerant networks. In: International Conference on Sensor, Mesh and Ad hoc Communications and Networks, pp. 1–9. IEEE (2009) Li, F., Wu, J.: LocalCom: a community-based epidemic forwarding scheme in disruption-tolerant networks. In: International Conference on Sensor, Mesh and Ad hoc Communications and Networks, pp. 1–9. IEEE (2009)
16.
Zurück zum Zitat Zhou, T., Choudhury, R.R., Chakrabarty, K.: Diverse routing: exploiting social behavior for routing in delay-tolerant networks. In: International Conference on Computational Science and Engineering, vol. 4, pp. 1115–1122. IEEE (2009) Zhou, T., Choudhury, R.R., Chakrabarty, K.: Diverse routing: exploiting social behavior for routing in delay-tolerant networks. In: International Conference on Computational Science and Engineering, vol. 4, pp. 1115–1122. IEEE (2009)
17.
Zurück zum Zitat Wei, K., Guo, S., Zeng, D., Xu, K., Li, K.: Exploiting small world properties for message forwarding in delay tolerant networks. IEEE Trans. Comput. 64(10), 2809–2818 (2015)MathSciNetCrossRef Wei, K., Guo, S., Zeng, D., Xu, K., Li, K.: Exploiting small world properties for message forwarding in delay tolerant networks. IEEE Trans. Comput. 64(10), 2809–2818 (2015)MathSciNetCrossRef
18.
Zurück zum Zitat Bulut, E., Szymanski, B.K.: Exploiting friendship relations for efficient routing in mobile social networks. IEEE Trans. Parallel Distrib. Syst. 23(12), 2254–2265 (2012)CrossRef Bulut, E., Szymanski, B.K.: Exploiting friendship relations for efficient routing in mobile social networks. IEEE Trans. Parallel Distrib. Syst. 23(12), 2254–2265 (2012)CrossRef
19.
Zurück zum Zitat Katz, L.: A new status index derived from sociometric analysis. Psychometrika 18(1), 39–43 (1953)CrossRef Katz, L.: A new status index derived from sociometric analysis. Psychometrika 18(1), 39–43 (1953)CrossRef
20.
Zurück zum Zitat Jones, E.P., Ward, P.A.: Routing strategies for delay-tolerant networks. ACM Comput. Commun. Rev. (CCR) (2006) Jones, E.P., Ward, P.A.: Routing strategies for delay-tolerant networks. ACM Comput. Commun. Rev. (CCR) (2006)
21.
Zurück zum Zitat Vahdat, A., Becker, D., et al.: Epidemic routing for partially connected ad hoc networks. Technical report, Technical report CS-200006, Duke University (2000) Vahdat, A., Becker, D., et al.: Epidemic routing for partially connected ad hoc networks. Technical report, Technical report CS-200006, Duke University (2000)
22.
Zurück zum Zitat Lindgren, A., Doria, A., Schelén, O.: Probabilistic routing in intermittently connected networks. ACM SIGMOBILE Mob. Comput. Commun. Rev. 7(3), 19–20 (2003)CrossRef Lindgren, A., Doria, A., Schelén, O.: Probabilistic routing in intermittently connected networks. ACM SIGMOBILE Mob. Comput. Commun. Rev. 7(3), 19–20 (2003)CrossRef
23.
Zurück zum Zitat Jain, S., Fall, K., Patra, R.: Routing in a delay tolerant network, vol. 34. ACM (2004) Jain, S., Fall, K., Patra, R.: Routing in a delay tolerant network, vol. 34. ACM (2004)
24.
Zurück zum Zitat Spyropoulos, T., Psounis, K., Raghavendra, C.S.: Spray and wait: an efficient routing scheme for intermittently connected mobile networks. In: Proceedings of the ACM SIGCOMM Workshop on Delay-tolerant Networking, pp. 252–259. ACM (2005) Spyropoulos, T., Psounis, K., Raghavendra, C.S.: Spray and wait: an efficient routing scheme for intermittently connected mobile networks. In: Proceedings of the ACM SIGCOMM Workshop on Delay-tolerant Networking, pp. 252–259. ACM (2005)
25.
Zurück zum Zitat Grossglauser, M., Tse, D.: Mobility increases the capacity of ad-hoc wireless networks. In: Proceedings of the INFOCOM, vol. 3, pp. 1360–1369. IEEE (2001) Grossglauser, M., Tse, D.: Mobility increases the capacity of ad-hoc wireless networks. In: Proceedings of the INFOCOM, vol. 3, pp. 1360–1369. IEEE (2001)
26.
Zurück zum Zitat Ciobanu, R.I., Reina, D., Dobre, C., Toral, S., Johnson, P.: JDER: a history-based forwarding scheme for delay tolerant networks using Jaccard distance and encountered ration. J. Netw. Comput. Appl. 40, 279–291 (2014)CrossRef Ciobanu, R.I., Reina, D., Dobre, C., Toral, S., Johnson, P.: JDER: a history-based forwarding scheme for delay tolerant networks using Jaccard distance and encountered ration. J. Netw. Comput. Appl. 40, 279–291 (2014)CrossRef
27.
Zurück zum Zitat Ayub, Q., Rashid, S., Zahid, M.S.M., Abdullah, A.H.: Contact quality based forwarding strategy for delay tolerant network. J. Netw. Comput. Appl. 39, 302–309 (2014)CrossRef Ayub, Q., Rashid, S., Zahid, M.S.M., Abdullah, A.H.: Contact quality based forwarding strategy for delay tolerant network. J. Netw. Comput. Appl. 39, 302–309 (2014)CrossRef
28.
Zurück zum Zitat Shin, K., Kim, K., Kim, S.: Traffic management strategy for delay-tolerant networks. J. Netw. Comput. Appl. 35(6), 1762–1770 (2012)CrossRef Shin, K., Kim, K., Kim, S.: Traffic management strategy for delay-tolerant networks. J. Netw. Comput. Appl. 35(6), 1762–1770 (2012)CrossRef
29.
Zurück zum Zitat Yuan, Q., Cardei, I., Wu, J.: An efficient prediction-based routing in disruption-tolerant networks. IEEE Trans. Parallel Distrib. Syst. 23(1), 19–31 (2012)CrossRef Yuan, Q., Cardei, I., Wu, J.: An efficient prediction-based routing in disruption-tolerant networks. IEEE Trans. Parallel Distrib. Syst. 23(1), 19–31 (2012)CrossRef
30.
Zurück zum Zitat Bulut, E., Wang, Z., Szymanski, B.K.: Cost-effective multiperiod spraying for routing in delay-tolerant networks. IEEE/ACM Trans. Netw. (TON) 18(5), 1530–1543 (2010)CrossRef Bulut, E., Wang, Z., Szymanski, B.K.: Cost-effective multiperiod spraying for routing in delay-tolerant networks. IEEE/ACM Trans. Netw. (TON) 18(5), 1530–1543 (2010)CrossRef
31.
Zurück zum Zitat Niu, J., Wang, D., Atiquzzaman, M.: Copy limited flooding over opportunistic networks. J. Netw. Comput. Appl. 58, 94–107 (2015)CrossRef Niu, J., Wang, D., Atiquzzaman, M.: Copy limited flooding over opportunistic networks. J. Netw. Comput. Appl. 58, 94–107 (2015)CrossRef
32.
Zurück zum Zitat Balasubramanian, A., Levine, B., Venkataramani, A.: DTN routing as a resource allocation problem. ACM SIGCOMM Comput. Commun. Rev. 37(4), 373–384 (2007)CrossRef Balasubramanian, A., Levine, B., Venkataramani, A.: DTN routing as a resource allocation problem. ACM SIGCOMM Comput. Commun. Rev. 37(4), 373–384 (2007)CrossRef
33.
Zurück zum Zitat Wei, K., Liang, X., Xu, K.: A survey of social-aware routing protocols in delay tolerant networks: applications, taxonomy and design-related issues. IEEE Commun. Surv. Tutorials 16(1), 556–578 (2014)CrossRef Wei, K., Liang, X., Xu, K.: A survey of social-aware routing protocols in delay tolerant networks: applications, taxonomy and design-related issues. IEEE Commun. Surv. Tutorials 16(1), 556–578 (2014)CrossRef
34.
Zurück zum Zitat Hui, P., Crowcroft, J.: How small labels create big improvements. In: Proceedings of the International Conference on Pervasive Computing and Communications Workshops, pp. 65–70. IEEE (2007) Hui, P., Crowcroft, J.: How small labels create big improvements. In: Proceedings of the International Conference on Pervasive Computing and Communications Workshops, pp. 65–70. IEEE (2007)
35.
Zurück zum Zitat Wu, J., Wang, Y.: Social feature-based multi-path routing in delay tolerant networks. In: Proceedings of the INFOCOM, pp. 1368–1376. IEEE (2012) Wu, J., Wang, Y.: Social feature-based multi-path routing in delay tolerant networks. In: Proceedings of the INFOCOM, pp. 1368–1376. IEEE (2012)
36.
Zurück zum Zitat Mei, A., Morabito, G., Santi, P., Stefa, J.: Social-aware stateless forwarding in pocket switched networks. In: Proceedings of the INFOCOM, pp. 251–255. IEEE (2011) Mei, A., Morabito, G., Santi, P., Stefa, J.: Social-aware stateless forwarding in pocket switched networks. In: Proceedings of the INFOCOM, pp. 251–255. IEEE (2011)
37.
Zurück zum Zitat Granovetter, M.S.: The strength of weak ties. Am. J. Sociol. 78(6), 1360–1380 (1973)CrossRef Granovetter, M.S.: The strength of weak ties. Am. J. Sociol. 78(6), 1360–1380 (1973)CrossRef
38.
Zurück zum Zitat Marsden, P.V.: Egocentric and sociocentric measures of network centrality. Soc. Netw. 24(4), 407–422 (2002)CrossRef Marsden, P.V.: Egocentric and sociocentric measures of network centrality. Soc. Netw. 24(4), 407–422 (2002)CrossRef
39.
Zurück zum Zitat Eagle, N., Pentland, A.S., Lazer, D.: Inferring friendship network structure by using mobile phone data. Natl. Acad. Sci. 106(36), 15274–15278 (2009)CrossRef Eagle, N., Pentland, A.S., Lazer, D.: Inferring friendship network structure by using mobile phone data. Natl. Acad. Sci. 106(36), 15274–15278 (2009)CrossRef
40.
Zurück zum Zitat Scott, J., Gass, R., Crowcroft, J., Hui, P., Diot, C., Chaintreau, A.: Crawdad dataset Cambridge/haggle (v. 2006–09-15). CRAWDAD: Wireless Network data archive (2006) Scott, J., Gass, R., Crowcroft, J., Hui, P., Diot, C., Chaintreau, A.: Crawdad dataset Cambridge/haggle (v. 2006–09-15). CRAWDAD: Wireless Network data archive (2006)
42.
Zurück zum Zitat Keränen, A., Ott, J., Kärkkäinen, T.: The ONE simulator for DTN protocol evaluation. In: Proceedings of the 2nd International Conference on Simulation Tools and Techniques, (Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering) (2009) Keränen, A., Ott, J., Kärkkäinen, T.: The ONE simulator for DTN protocol evaluation. In: Proceedings of the 2nd International Conference on Simulation Tools and Techniques, (Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering) (2009)
Metadaten
Titel
SAS: Seasonality Aware Social-Based Forwarder Selection in Delay Tolerant Networks
verfasst von
Amrita Bose Paul
Akhil GV
Santosh Biswas
Sukumar Nandi
Niladri Sett
Copyright-Jahr
2020
DOI
https://doi.org/10.1007/978-3-030-37484-6_14