Skip to main content
Log in

Time-constrained anycast routing under short contact duration in delay-tolerant networks

  • Published:
Annals of Telecommunications Aims and scope Submit manuscript

Abstract

Delay-tolerant networks (DTNs) are sparse mobile ad hoc networks, in which there is typically no complete path between the source and destination. Anycast is an important group communication paradigm for numerous DTN applications such as resource discovery and information exchange in emergency or crisis situations. Unlike unicast and multicast, which have been studied extensively in DTNs, few prior works have addressed the DTN anycast routing problem. Furthermore, they often ignore the time constraint and assume long contact durations in formulating the relay selection strategy. In this paper, we study a single-copy time-constrained anycast (TCA) routing under short contact duration. We address two key issues: (1) to which next hop relay node should messages be forwarded and (2) in which order should messages be forwarded. To reduce the transmission cost, we select relay nodes from both current and past contacts based on the one-hop and two-hop delivery probabilities, respectively. We derive the delivery probability from the distribution of inter-contact time and contact duration time. We address the case of exponential and Pareto distribution, which are the most popular assumptions in literature. For the message scheduling, messages with the highest delivery probability are prioritized to be transmitted first. Extensive simulation results based on Cabspotting and MIT Reality traces show that our scheme can achieve up to 29% higher delivery rate, 24% lower delay, and 36% lower transmission cost compared to other anycast routing strategies.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Institutional subscriptions

Fig. 1
Fig. 2
Fig. 3

Similar content being viewed by others

References

  1. Fall K (2003) In: Proceedings of the 2003 conference on Applications, technologies, architectures, and protocols for computer communications. ACM, pp 27–34

  2. Juang P, Oki H, Wang Y, Martonosi M, Peh LS, Rubenstein D (2002) In: ACM Sigplan notices, vol 37. ACM, pp 96–107

  3. Tovar A, Friesen T, Ferens K, McLeod B (2010) In: 2010 23rd Canadian Conference on electrical and computer engineering (CCECE). IEEE, pp 1–5

  4. Motani M, Srinivasan V, Nuggehalli PS (2005) In: Proceedings of the 11th annual international conference on mobile computing and networking. ACM, pp 243–257

  5. Partan J, Kurose J, Levine BN (2007) ACM SIGMOBILE Mob Comput Commun Rev 11(4):23

    Article  Google Scholar 

  6. Park S, Kim S, Yoo Y (2014) J Korean Instit Commun Inform Sci 39(10):645

    Google Scholar 

  7. Lu Z, Fan J (2010) In: 2010 International conference on computer design and applications (ICCDA), vol 5. IEEE, pp V5–231

  8. Amin R, Ripplinger D, Mehta D, Cheng BN (2015) IEEE Commun Mag 53(10):32

    Article  Google Scholar 

  9. Ott J, Kutscher D (2005) In: INFOCOM 2005. 24th Annual Joint Conference of the IEEE computer and communications societies. Proceedings IEEE, vol 3. IEEE, pp 1849–1862

  10. Wu C, Ji Y, Ohzahata S, Kato T (2015) In: 2015 IEEE 26th Annual International symposium on personal, indoor, and mobile radio communications (PIMRC). IEEE, pp 1934–1939

  11. Zhuo X, Li Q, Gao W, Cao G, Dai Y (2011) In: 2011 19th IEEE International conference on network protocols (ICNP). IEEE, pp 236–245

  12. Burgess J, Gallagher B, Jensen D, Levine BN (2006) In: INFOCOM, vol 6, pp 1–11

  13. Le T, Gerla M (2017) In: 2017 16th Annual Mediterranean Ad Hoc networking workshop (Med-Hoc-Net). IEEE, pp 1–6

  14. Zhu H, Fu L, Xue G, Zhu Y, Li M, Ni LM (2010) In: INFOCOM, 2010 Proceedings IEEE. IEEE, pp 1–5

  15. Wang E, Yang Y, Wu J (2015) J Parallel Distrib Comput 86:1

    Article  Google Scholar 

  16. Le T, Kalantarian H, Gerla M (2016) In: 2016 IEEE 17th International symposium on a world of wireless, mobile and multimedia networks (WoWMoM). IEEE, pp 1–9

  17. Eagle N, Pentland AS (2005) CRAWDAD dataset mit/reality (v. 2005-07-01) Downloaded from https://crawdad.org/mit/reality/20050701. https://doi.org/10.15783/C71S31

  18. Conan V, Leguay J, Friedman T (2007) In: Proceedings of the 1st international conference on autonomic computing and communication systems. ICST (Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering), p 19

  19. Chaintreau A, Hui P, Crowcroft J, Diot C, Gass R, Scott J (2005) Pocket switched networks: real-world mobility and its consequences for opportunistic forwarding. Tech. rep. University of Cambridge, Computer Laboratory

  20. Katabi D, Wroclawski J (2000) ACM SIGCOMM Comput Commun Rev 30(4):3

    Article  Google Scholar 

  21. Stoica I, Adkins D, Zhuang S, Shenker S, Surana S (2002) In: ACM SIGCOMM Computer communication review, vol 32. ACM, pp 73–86

  22. Ballani H, Francis P (2005) In: ACM SIGCOMM Computer communication review, vol 35. ACM, pp 301–312

  23. Park VD, Macker JP (1999) Anycast routing for mobile services. Tech. rep., DTIC Document

  24. Wang J, Zheng Y, Jia W (2003) In: 14th IEEE Proceedings on personal, indoor and mobile radio communications, 2003. PIMRC 2003, vol 1. IEEE, pp 221–225

  25. Wang J, Zheng Y, Leung C, Jia W (2003) In: 2003 IEEE 58th on Vehicular technology conference, 2003. VTC 2003-Fall, vol 5. IEEE, pp 3094–3098

  26. Perkins CE, Royer EM (1999). In: Proceedings of the Second IEEE workshop on mobile computer systems and applications WMCSA ’99. http://dl.acm.org/citation.cfm?id=520551.837511. IEEE Computer Society, Washington, DC, pp 90–

  27. Johnson DB (2003) draft-ietf-manet-dsr-09 txt

  28. Ko YB, Vaidya NH (2003) Comput Netw 41:743

    Article  Google Scholar 

  29. Le T, Gerla M (2017) Int J Parallel, Emergent Distrib Syst, 1–15

  30. Le T, Gerla M (2016) In: 2016 Mediterranean Ad Hoc networking workshop (Med-Hoc-Net). IEEE, pp 1–7

  31. Nelson SC, Kravets R (2010) In: Proceedings of the 5th ACM workshop on challenged networks, CHANTS ’10. ACM, pp 63–70

  32. Xiao M, Huang L, Liu A, Chen W (2010) In: 2010 International Conference on communications and mobile computing (CMC), vol 3. IEEE, pp 442–446

  33. da Silva ER, Guardieiro PR (2008) In: 11th International Conference on computer and information technology, 2008. ICCIT 2008. IEEE, pp 65–71

  34. Piorkowski M, Sarafijanovic-Djukic N, Grossglauser M (2009) CRAWDAD dataset epfl/mobility (v. 2009-02-24). Downloaded from http://crawdad.org/epfl/mobility/20090224/cab. https://doi.org/10.15783/C7J010. Traceset: cab

  35. Lee K, Yi Y, Jeong J, Won H, Rhee I, Chong S (2010) In: INFOCOM, 2010 Proceedings IEEE. IEEE, pp 1–9

  36. Nguyen QH, Robert C (2013) Series expansions for sums of independent pareto random variables. Tech. rep., Working Paper SAF 2012.16, 2013. http://docs.isfa.fr/labo/2013.7.pdf

  37. Gonzalez MC, Hidalgo CA, Barabasi AL (2008) Nature 453(7196):779

    Article  Google Scholar 

  38. Song C, Qu Z, Blumm N, Barabási AL (2010) Science 327(5968):1018

    Article  MathSciNet  Google Scholar 

  39. Schönfelder S., Axhausen KW (2010) Urban rhythms and travel behaviour: spatial and temporal phenomena of daily travel. Ashgate Publishing Ltd.

  40. Dalpatadu RJ, Singh A (2008) Int J Appl Sci Technol 5(4):8

    Google Scholar 

  41. Keränen A, Ott J, Kärkkäinen T (2009). In: SIMUTools ’09: Proceedings of the 2nd international conference on simulation tools and techniques. ICST, New York

  42. Lindgren A, Doria A, Schelén O (2003) ACM SIGMOBILE Mob Comput Commun Rev 7(3):19

    Article  Google Scholar 

  43. Vahdat A, Becker D et al. (2000) Epidemic routing for partially connected ad hoc networks. Tech. rep., Technical Report CS-200006 Duke University

  44. Tournoux PU, Leguay J, Benbadis F, Conan V, De Amorim MD, Whitbeck J (2009) In: INFOCOM 2009, IEEE. IEEE, pp 1116–1124

  45. Boldrini C, Conti M, Passarella A (2014) Comput Commun 48:56

    Article  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Tuan Le.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Le, T., Gerla, M. Time-constrained anycast routing under short contact duration in delay-tolerant networks. Ann. Telecommun. 73, 549–558 (2018). https://doi.org/10.1007/s12243-018-0657-0

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s12243-018-0657-0

Keywords

Navigation