Effects of Content Popularity on the Performance of Content-Centric Opportunistic Networking: An Analytical Approach and Applications

IEEE/ACM Transactions on Networking

Volumn 24, Issue 6, 2016, Pages 3354-3368

  Sermpezis, Pavlos ^a   Spyropoulos, Thrasyvoulos ^a  

^a EURECOM   (France)

Author keywords

Content popularity; mobile data offloading; opportunistic networks; performance analysis

Indexed keywords

INFORMATION DISSEMINATION;

ANALYTICAL APPROACH; CONTENT POPULARITIES; DIRECT COMMUNICATIONS; MOBILE DATA OFFLOADING; OPPORTUNISTIC COMMUNICATIONS; OPPORTUNISTIC NETWORKING; OPPORTUNISTIC NETWORKS; REALISTIC SIMULATION;

WI-FI;

EID: 84959153325     PISSN: 10636692     EISSN: None     Source Type: Journal    
DOI: 10.1109/TNET.2016.2523123     Document Type: Conference Paper

References (38)

1. P. Sermpezis and T. Spyropoulos, "Not all content is created equal: Effect of popularity and availability for content-centric opportunistic networking," in Proc. ACM MobiHoc, 2014, pp. 103-112.
2. W. Gao and G. Cao, "User-centric data dissemination in disruption tolerant networks," in Proc. IEEE INFOCOM, 2011, pp. 3119-3127.
3. E. Yoneki, P. Hui, S. Chan, and J. Crowcroft, "A socio-aware overlay for publish/subscribe communication in delay tolerant networks," in Proc. ACM MSWiM, 2007, pp. 225-234.
4. M. Satyanarayanan, "Mobile computing: The next decade," Mobile Comput. Commun. Rev. vol. 15, no. 2, pp. 2-10, 2011.
5. J. Ott and J. Kangasharju, "Opportunistic content sharing applications," in Proc. ACM NoM Workshop, 2012, pp. 19-24.
6. M. Conti, S. Giordano, M. May, and A. Passarella, "From opportunistic networks to opportunistic computing," IEEE Commun. Mag., vol. 48, no. 9, pp. 126-139, Sep. 2010.
7. M. Pitkänen et al., "SCAMPI: service platform for social aware mobile and pervasive computing," Comput. Commun. Rev., vol. 42, no. 4, pp. 503-508, Sep. 2012.
8. J. Whitbeck, M. Amorim, Y. Lopez, J. Leguay, and V. Conan, "Relieving the wireless infrastructure: When opportunistic networks meet guaranteed delays," in Proc. IEEE WoWMoM, 2011, pp. 1-10.
9. B. Han et al., "Mobile data offloading through opportunistic communications and social participation," IEEE Trans. Mobile Comput., vol. 11, no. 5, pp. 821-834, May 2012.
10. Y. Li et al., "Multiple mobile data offloading through disruption tolerant networks," IEEE Trans. Mobile Comput., vol. 13, no. 7, pp. 1579-1596, Jul. 2013.
11. C. Boldrini, M. Conti, and A. Passarella, "Design and performance evaluation of contentplace, a social-aware data dissemination system for opportunistic networks," Comput. Netw., vol. 54, no. 4, pp. 589-604, 2010.
12. F. N. dos Santos, B. Ertl, C. Barakat, T. Spyropoulos, and T. Turletti, "CEDO: Content-centric dissemination algorithm for delay-tolerant networks," in Proc. ACM MSWiM, 2013, pp. 377-386.
13. A. Picu, T. Spyropoulos, and T. Hossmann, "An analysis of the information spreading delay in heterogeneous mobility DTNs," in Proc. IEEE WoWMoM, 2012, pp. 1-10.
14. W. Gao, Q. Li, B. Zhao, and G. Cao, "Multicasting in delay tolerant networks: a social network perspective," in Proc. ACM MobiHoc, 2009, pp. 299-308.
15. V. Conan, J. Leguay, and T. Friedman, "Characterizing pairwise intercontact patterns in delay tolerant networks," in Proc. ACMAutonomics, 2007, pp. 19:1-19:9.
16. A. Chaintreau et al., "Impact of human mobility on opportunistic forwarding algorithms," IEEE Trans. Mobile Comput., vol. 6, no. 6, pp. 606-620, Jun. 2007.
17. W. Gao, G. Cao, T. L. Porta, and J. Han, "On exploiting transient social contact patterns for data forwarding in delay-tolerant networks," IEEE Trans. Mobile Comput., vol. 12, no. 1, pp. 151-165, Jan. 2013.
18. P. Costa, C. Mascolo, M. Musolesi, and G. Picco, "Socially-aware routing for publish-subscribe in delay-tolerant mobile ad hoc networks," IEEE J. Sel. Areas Commun., vol. 26, no. 5, pp. 748-760, Jun. 2008.
19. V. Lenders, G. Karlsson, and M. May, "Wireless ad hoc podcasting," in Proc. IEEE SECON, 2007, pp. 273-283.
20. A.-F. Tatar, "Predicting user-centric behavior: Content popularity and mobility," Doctoral thesis, Université Pierre et Marie Curie-Paris VI, Paris, France, 2014.
21. T. Spyropoulos, K. Psounis, and C. S. Raghavendra, "Efficient routing in intermittently connected mobile networks: the multiple-copy case," IEEE/ACM Trans. Netw., vol. 16, no. 1, pp. 77-90, 2008.
22. P. Sermpezis and T. Spyropoulos, "Modelling and analysis of communication traffic heterogeneity in opportunistic networks," IEEE Trans. Mobile Comput., vol. 14, no. 11, pp. 2316-2331, Nov. 2015.
23. P. Gill, M. Arlitt, Z. Li, and A. Mahanti, "Youtube traffic characterization: A view from the edge," in Proc. ACM IMC, 2007, pp. 15-28.
24. H. Liu, V. Ramasubramanian, and E. G. Sirer, "Client behavior and feed characteristics of RSS, a publish-subscribe system for web micronews," in Proc. ACM IMC, 2005, p. 3.
25. P. Sermpezis and T. Spyropoulos, "Inferring content-centric traffic for opportunistic networking from geo-location social networks," in Proc. IEEE WoWMoM (AOC Workshop), 2015, pp. 1-6.
26. S. M. Ross, Introduction to Probability Models, 9th ed. Burlington, MA: Elsevier, 2007.
27. A. Passarella and M. Conti, "Analysis of individual pair and aggregate intercontact times in heterogeneous opportunistic networks," IEEE Trans. Mobile Comput., vol. 12, no. 12, pp. 2483-2495, Dec. 2013.
28. G. W. Oehlert, "A note on the delta method," Amer. Statistician, vol. 46, no. 1, pp. 27-29, 1992.
29. P. Sermpezis and T. Spyropoulos, "Effects of content popularity on the performance of content-centric opportunistic networking: An analytical approach and applications," 2016 [Online]. Available: http:// arxiv.org/abs/1601.05266
30. C. Boldrini, M. Conti, and A. Passarella, "From Pareto inter-contact times to residuals," IEEE Commun. Lett., vol. 15, no. 11, pp. 1256-1258, Nov. 2011.
31. E. Cohen and S. Shenker, "Replication strategies in unstructured peerto- peer networks," in Proc. ACM SIGCOMM, 2002, pp. 177-190.
32. W.-J. Hsu, T. Spyropoulos, K. Psounis, and A. Helmy, "Modeling spatial and temporal dependencies of user mobility in wireless mobile networks," IEEE/ACM Trans. Netw., vol. 17, no. 5, pp. 1564-1577, Oct. 2009.
33. K. Lee, S. Hong, S. J. Kim, I. Rhee, and S. Chong, "SLAW: A new mobility model for human walks," in Proc. IEEE INFOCOM, 2009, pp. 855-863.
34. M. Piorkowski, N. Sarafijanovic-Djukic, and M. Grossglauser, "CRAWDAD data set Epfl/Mobility (v. 2009-02-24)," 2009 [Online]. Available: http://crawdad.cs.dartmouth.edu/epfl/mobility
35. P. Hui et al., "Pocket switched networks and human mobility in conference environments," in Proc. ACM WDTN, 2005, pp. 244-251.
36. A. Chaintreau, J.-Y. L. Boudec, and N. Ristanovic, "The age of gossip: spatial mean field regime," in Proc. SIGMETRICS, 2009, pp. 109-120.
37. E. Hyytia, J. Virtamo, P. Lassila, J. Kangasharju, and J. Ott, "When does content float? Characterizing availability of anchored information in opportunistic content sharing," in Proc. IEEE INFOCOM, 2011, pp. 3137-3145.
38. A. Antoniou and W.-S Lu, Practical Optimization: Algorithms and Engineering Applications. New York, NY, USA: Springer, 2007.