Spitty Bifs are Spiffy Bits: Interest-Based Context Dissemination Using Spatiotemporal Bloom Filters

  • Evan Grim
  • Christine Julien
Conference paper
Part of the Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering book series (LNICST, volume 120)

Abstract

Acquiring accurate context information is crucial to mobile and pervasive computing, and sharing context among nodes enables unique applications. As context information and the applications that consume it become increasingly diverse, they will need an efficient means to indicate tailored interest in this context information. This paper proposes a new probabilistic data structure, spatiotemporal Bloom filters (SpTBF) or “spitty bifs,” which allow nodes to efficiently store and share their context interests. SpTBF provide both spatiotemporal locality and a fine-grained ability to control how context interests are disseminated. SpTBF are evaluated by modifying the Grapevine context sharing framework to inform its context dissemination capabilities, and the benefits are characterized in a variety of network scenarios.

Keywords

context awareness publish/subscribe mobile computing bloom filters 

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References

  1. 1.
    The INET-MANET Framework for OMNeT++Google Scholar
  2. 2.
    Balakrishnan, D., Nayak, A.: CSON-D: Context dissemination in autonomous systems using overlays. In: Proc. of IE (2008)Google Scholar
  3. 3.
    Bloom, B.H.: Space/time trade-offs in hash coding with allowable errors. Comm. of the ACM 13(7), 422–426 (1970)CrossRefMATHGoogle Scholar
  4. 4.
    Broder, A., Mitzenmacher, M.: Network Applications of Bloom Filters: A Survey. Internet Mathematics 1(4), 485–509 (2004)MathSciNetCrossRefMATHGoogle Scholar
  5. 5.
    Carreras, I., De Pellegrini, F., Miorandi, D., Tacconi, D., Chlamtac, I.: Why neighbourhood matters: interests-driven opportunistic data diffusion schemes. In: Proc. of CHANTS, p. 81 (2008)Google Scholar
  6. 6.
    Eugster, P., Garbinato, B., Holzer, A.: Location-based Publish/Subscribe. In: Proc. of NCA, pp. 279–282 (2005)Google Scholar
  7. 7.
    Fan, L., Cao, P., Almeida, J., Broder, A.Z.: Summary cache: a scalable wide-area Web cache sharing protocol. IEEE/ACM Trans. on Networking 8(3), 281–293 (2000)CrossRefGoogle Scholar
  8. 8.
    Frey, D., Roman, G.-C.: Context-Aware Publish Subscribe in Mobile Ad Hoc Networks. In: Murphy, A.L., Vitek, J. (eds.) COORDINATION 2007. LNCS, vol. 4467, pp. 37–55. Springer, Heidelberg (2007)CrossRefGoogle Scholar
  9. 9.
    Grim, E., Fok, C.-L., Julien, C.: Grapevine: Efficient situational awareness in pervasive computing environments. In: Proc. of Percom Workshops (2012)Google Scholar
  10. 10.
    Hebden, P., Pearce, A.R.: Data-Centric Routing using Bloom Filters in Wireless Sensor Networks. In: Proc. of ICISIP, pp. 72–77 (December 2006)Google Scholar
  11. 11.
    Jerzak, Z., Fetzer, C.: Bloom filter based routing for content-based publish/subscribe. In: Proc. of DEBS, vol. 71 (2008)Google Scholar
  12. 12.
    Khambatti, M., Ryu, K.D., Dasgupta, P.: Structuring peer-to-peer networks using interest-based communities. In: Aberer, K., Koubarakis, M., Kalogeraki, V. (eds.) DBISP2P 2003. LNCS, vol. 2944, pp. 48–63. Springer, Heidelberg (2004)CrossRefGoogle Scholar
  13. 13.
    Korkmaz, T., Sarac, K.: Single packet IP traceback in AS-level partial deployment scenario. In: Proc. of GLOBECOM, p. 5 (2005)Google Scholar
  14. 14.
    Leontiadis, I.: Publish/subscribe notification middleware for vehicular networks. In: Proc. of Middleware Doctoral Symposium, pp. 1–6 (2007)Google Scholar
  15. 15.
    Leontiadis, I., Costa, P., Mascolo, C.: Persistent content-based information dissemination in hybrid vehicular networks. In: Proc. of Percom, pp. 1–10 (2009)Google Scholar
  16. 16.
    Leontiadis, I., Mascolo, C.: Opportunistic spatio-temporal dissemination system for vehicular networks. In: Proc. of MobiOpp, p. 39 (2007)Google Scholar
  17. 17.
    Motani, M., Srinivasan, V., Nuggehalli, P.S.: PeopleNet: engineering a wireless social network. In: Proc. of MobiCom (2005)Google Scholar
  18. 18.
    Patel, J.A., Rivière, É., Gupta, I., Kermarrec, A.-M.: Rappel: Exploiting interest and network locality to improve fairness in publish-subscribe systems. Computer Networks 53(13), 2304–2320 (2009)CrossRefMATHGoogle Scholar
  19. 19.
    Sollazzo, G., Musolesi, M., Mascolo, C.: TACO-DTN: a time-aware content-based dissemination system for delay tolerant networks. In: Proc. of MobiOpp (2007)Google Scholar
  20. 20.
    Vargas, A.: OMNeT++ Web PageGoogle Scholar
  21. 21.
    Zhao, Y., Wu, J.: B-SUB: A Practical Bloom-Filter-Based Publish-Subscribe System for Human Networks. In: Proc. of ICDCS, pp. 634–643 (2010)Google Scholar
  22. 22.
    Zhao, Y., Wu, J.: ZigZag: A Content-Based Publish/Subscribe Architecture for Human Networks. In: Proc. of ICCCN, pp. 1–6 (July 2011)Google Scholar

Copyright information

© ICST Institute for Computer Science, Social Informatics and Telecommunications Engineering 2013

Authors and Affiliations

  • Evan Grim
    • 1
  • Christine Julien
    • 1
  1. 1.Mobile and Pervasive Computing LabThe University of Texas at AustinUSA

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