Nothing Special   »   [go: up one dir, main page]

skip to main content
10.1145/1298126.1298166acmconferencesArticle/Chapter ViewAbstractPublication PagesmswimConference Proceedingsconference-collections
Article

A socio-aware overlay for publish/subscribe communication in delay tolerant networks

Published: 23 October 2007 Publication History

Abstract

The emergence of Delay Tolerant Networks (DTNs) has culminated in a new generation of wireless networking. We focus on a type of human-to-human communication in DTNs, where human behaviour exhibits the characteristics of networks by forming a community. We show the characteristics of such networks from extensive study of real-world human connectivity traces. We exploit distributed community detection from the trace and propose a Socio-Aware Overlay over detected communities for publish/subscribe communication. Centrality nodes have the best visibility to the other nodes in the network. We create an overlay with such centrality nodes from communities. Distributed community detection operates when nodes (i.e. devices) are in contact by gossipping, and subscription propagation is performed along with this operation. We validate our message dissemination algorithms for publish/subscribe with connectivity traces.

References

[1]
R. Baldoni, R. Beraldi, G. Cugola, M. Migliavacca, and L. Querzoni. Structure-less content-based routing in mobile ad hoc networks. In Proc. ICPS, 2005.
[2]
S. Berkowitz. An Introduction to structured analysis: The network approach to social research. Butteworth, 1982.
[3]
A. Carzaniga, D. Rosenblum, and L. Wolf. Design and evaluation of a wise-area event notification service. ACM Trans. on Computer Systems, 19(3), 2001.
[4]
A. Chaintreau et al. Impact of human mobility on the design of opportunistic forwarding algorithms. In Proc. INFOCOM, 2006.
[5]
A. Chaintresu, P. Hui, J. Crowcroft, et al. Pocket switched networks: Real-world mobility and its consequences for opportunistic forwarding. Technical Report UCAM-CL-TR617, Univ. of Cambridge, 2005.
[6]
A. Clauset. Finding local community structure in networks. Physical Review E, 72:026132, 2005.
[7]
P. Costa, M. Migliavacca, G. P. Picco, and G. Cugola. Epidemic algorithms for reliable content-based publish-subscribe: An evaluation. In Proc. ICDCS, pages 552--561, 2004.
[8]
L. Danon, J. Duch, A. Diaz-Guilera, and A. Arenas. Comparing community structure identification, 2005.
[9]
Dartmouth College. Metrosense project, http://metrosense.cs.dartmouth.edu, 2006.
[10]
Dartmouth College. A community resource for archiving wireless data at dartmouth, http://crawdad.cs.dartmouth.edu/index.php, 2007.
[11]
C. Diot et al. Haggle Project, http://www.haggleproject.org,2004.
[12]
N. Eagle and A. Pentland. Reality mining: sensing complex social systems. Personal and Ubiquitous Computing, V10(4):255--268, May 2006.
[13]
Z. J. Haas, J. Halpern, and L. Li. Gossip-based ad-hoc routing. In Proc. IEEE INFOCOM, 2002.
[14]
L. H. Hartwell, J. J. Hopfield, S. Leibler, and A. W. Murray. From molecular to modular cell biology. Nature, 402(6761 Suppl), December 1999.
[15]
T. Henderson et al. The changing usage of a mature campus-wide wireless network. In Proc. Mobicom, 2004.
[16]
Y. Huang et al. Publish/subscribe in a mobile environments. In Proc. Workshop on MobiDE, 2001.
[17]
P. Hui and J. Crowcroft. Bubble rap: Forwarding in small world dtns in every decreasing circles. Technical Report UCAM-CL-TR684, Univ. of Cambridge, 2007.
[18]
P. Hui and J. Crowcroft. How small lables create big improvements. In Proc. IEEE ICMAN, March 2007.
[19]
P. Hui et al. Pocket switched networks and human mobility in conference environments. In WDTN, 2005.
[20]
P. Hui, E. Yoneki, S. Chan, and J. Crowcroft. Distributed community detection in delay tolerant networks. In Proc. MobiArch, 2007.
[21]
IETF. Delay Tolerant Network Research Group (DTNRG). http://www.dtnrg.org, 2004.
[22]
M. E. J. Newman. Analysis of weighted networks. Physical Review E, 70:056131, 2004.
[23]
B. Karp and H. Kung. GPSR: Greedy perimeter stateless routing for wireless networks. Computing and Networking, pages 243--254, 2000.
[24]
S.-J. Lee et al. A performance comparison study of ad hoc wireless multicast protocols. In Proc. IEEE INFOCOM, pages 565--574, 2000.
[25]
J. Leguay et al. Opportunistic content distribution in an urban setting. In ACM CHANTS, 2006.
[26]
A. Lindgren, A. Doria, and O. Schelen. Probabilistic routing in intermittently connected networks. In Proc. SAPIR, 2004.
[27]
M. Newman. Detecting community structure in networks. Eur. Phys. J. B, 38:321--330, 2004.
[28]
T. Nicolai, E. Yoneki, N. Behrens, and H. Kenn. Exploring social context with the wireless rope. In Proc. Workshop MONET: LNCS 4277, 2006.
[29]
E. Nordstrom, C. Diot, R. Gass, and P. Gunningberg. Experiences from measuring human mobility using bluetooth inquiring devices. In Proc. MobiEval, 2007.
[30]
E. O'Neill et al. Instrumenting the city: Developing methods for observing and understanding the digital cityscape. In UbiComp, pages 315--332, 2006.
[31]
G. Palla et al. Uncovering the overlapping community structure of complex networks in nature and society. Nature, 435(7043):814--818, 2005.
[32]
P. Jaccard. Bulletin de la Societe Vaudoise des Sciences Naturelles, 37:547, 1901.
[33]
UCLA. Urban sensing project, http://research.cens.ucla.edu/, 2006.
[34]
UCSD. Wireless topology discovery project, http://sysnet.ucsd.edu/wtd/wtd.html, 2004.
[35]
S. Wasserman and K. Faust. Social network analysis: Method and applications. Cambridge University Press, 1994.
[36]
E. Yoneki and J. Bacon. An adaptive approach to content-based subscription in mobile ad hoc networks. In Proc. MP2P, 2004.
[37]
E. Yoneki and J. Bacon. Distributed multicast grouping for publish/subscribe over mobile ad hoc networks. In IEEE Wireless Communications and Networking Conference (WCNC), 2005.
[38]
E. Yoneki, P. Hui, and J. Crowcroft. Visualizing Community Detection in Opportunistic Networks. In ACM MobiCom - CHANTS, 2007.
[39]
Z. Zhang. Routing in intermittently connected mobile ad hoc networks and delay tolerant networks: overview and challenges. IEEE Comm. Surveys, 8:547, 2006.

Cited By

View all
  • (2024)Finding Lost People Using Mobile Networks2024 32nd Euromicro International Conference on Parallel, Distributed and Network-Based Processing (PDP)10.1109/PDP62718.2024.00032(175-182)Online publication date: 20-Mar-2024
  • (2020)Improving Scalability and Reward of Utility-Driven Self-Healing for Large Dynamic ArchitecturesACM Transactions on Autonomous and Adaptive Systems10.1145/338096514:3(1-41)Online publication date: 25-Feb-2020
  • (2020)A Bike-sharing Optimization Framework Combining Dynamic Rebalancing and User IncentivesACM Transactions on Autonomous and Adaptive Systems10.1145/337692314:3(1-30)Online publication date: 25-Feb-2020
  • Show More Cited By

Recommendations

Comments

Please enable JavaScript to view thecomments powered by Disqus.

Information & Contributors

Information

Published In

cover image ACM Conferences
MSWiM '07: Proceedings of the 10th ACM Symposium on Modeling, analysis, and simulation of wireless and mobile systems
October 2007
422 pages
ISBN:9781595938510
DOI:10.1145/1298126
Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

Sponsors

Publisher

Association for Computing Machinery

New York, NY, United States

Publication History

Published: 23 October 2007

Permissions

Request permissions for this article.

Check for updates

Author Tags

  1. connectivity modeling and analysis
  2. delay tolerant networks
  3. network measurement
  4. pervasive computing
  5. social networks

Qualifiers

  • Article

Conference

MSWiM07
Sponsor:

Acceptance Rates

Overall Acceptance Rate 398 of 1,577 submissions, 25%

Contributors

Other Metrics

Bibliometrics & Citations

Bibliometrics

Article Metrics

  • Downloads (Last 12 months)9
  • Downloads (Last 6 weeks)2
Reflects downloads up to 22 Nov 2024

Other Metrics

Citations

Cited By

View all
  • (2024)Finding Lost People Using Mobile Networks2024 32nd Euromicro International Conference on Parallel, Distributed and Network-Based Processing (PDP)10.1109/PDP62718.2024.00032(175-182)Online publication date: 20-Mar-2024
  • (2020)Improving Scalability and Reward of Utility-Driven Self-Healing for Large Dynamic ArchitecturesACM Transactions on Autonomous and Adaptive Systems10.1145/338096514:3(1-41)Online publication date: 25-Feb-2020
  • (2020)A Bike-sharing Optimization Framework Combining Dynamic Rebalancing and User IncentivesACM Transactions on Autonomous and Adaptive Systems10.1145/337692314:3(1-30)Online publication date: 25-Feb-2020
  • (2020)Human-centric Data Dissemination in the IoPACM Transactions on Autonomous and Adaptive Systems10.1145/336637214:3(1-25)Online publication date: 10-Feb-2020
  • (2020)Iterative consensus spectral clustering improves detection of subject and group level brain functional modulesScientific Reports10.1038/s41598-020-63552-010:1Online publication date: 5-May-2020
  • (2020)On-the-Go Network Establishment of IoT Devices to Meet the Need of Processing Big Data Using Machine Learning AlgorithmsBusiness Intelligence for Enterprise Internet of Things10.1007/978-3-030-44407-5_8(151-168)Online publication date: 10-Jun-2020
  • (2019)Incorporation of Node Mobility in Data Replication Schemes in Mobile Ad Hoc Networks2019 IEEE 10th Annual Information Technology, Electronics and Mobile Communication Conference (IEMCON)10.1109/IEMCON.2019.8936268(0230-0236)Online publication date: Oct-2019
  • (2019)Community Detection in Opportunistic Networks Based on Hierarchical Mapping2019 IEEE 23rd International Conference on Computer Supported Cooperative Work in Design (CSCWD)10.1109/CSCWD.2019.8791873(243-248)Online publication date: May-2019
  • (2019)Exploiting Mobile Social Networks From Temporal Perspective: A SurveyIEEE Access10.1109/ACCESS.2019.29589517(180818-180834)Online publication date: 2019
  • (2017)Thwarting pollution attacks in network coding for delay tolerant mobile social networksProceedings of the Second International Conference on Internet of things, Data and Cloud Computing10.1145/3018896.3018960(1-7)Online publication date: 22-Mar-2017
  • Show More Cited By

View Options

Login options

View options

PDF

View or Download as a PDF file.

PDF

eReader

View online with eReader.

eReader

Media

Figures

Other

Tables

Share

Share

Share this Publication link

Share on social media