skip to main content
10.1145/2387238.2387299acmconferencesArticle/Chapter ViewAbstractPublication PagesmswimConference Proceedingsconference-collections
research-article

Enabling mobile distributed social networking on smartphones

Published: 21 October 2012 Publication History

Abstract

Distributed social networking services show promise to solve data ownership and privacy problems associated with centralised approaches. Smartphones could be used for hosting and sharing users data in a distributed manner, if the associated high communication costs and battery usage issues of the distributed systems could be mitigated. We propose a novel mechanism for reducing these costs to a level comparable with centralised systems by using a connectivity aware replication strategy. To this end, we develop an algorithm based on a combination of bipartite b-matching and a greedy heuristics for grouping devices into tribes among intended content consumers. The tribes replicate content and serve it using low-cost network connections by exploiting time elasticity of user generated content sharing. The performance is evaluated using three real world trace data sets. The results show that a persistent low-cost network availability can be achieved with an average of two replicas per content. Additionally, a content creator can reduce 3G traffic by up to 43% and device energy use by up to 41% on average compared to content sharing in non-mobile-optimised distributed social networking approaches. Moreover, the results show that the proposed mechanism can provide the benefits of a distributed content sharing system for monetary and energy costs comparable to those of a centralised server based system.

References

[1]
Crawdad:. In http://crawdad.cs.dartmouth.edu.
[2]
N. Balasubramanian, A. Balasubramanian, and A. Venkataramani. Energy consumption in mobile phones: a measurement study and implications for network applications. In Proc. of the 9th ACM SIGCOMM IMC '09, pages 280--293, Chicago, 2009.
[3]
G. Calinescu, C. Chekuri, M. Pál, and J. Vondrák. Maximizing a monotone submodular function subject to a matroid constraint. SIAM J. Comput, 2009.
[4]
M. Cha, H. Kwak, P. Rodriguez, Y. Ahn, and S. Moon. Analyzing the video popularity characteristics of large-scale user generated content systems. IEEE/ACM Transactions on Networking (TON), 17(5):1357--1370, 2009.
[5]
L. Cutillo, R. Molva, and T. Strufe. Safebook: A privacy-preserving online social network leveraging on real-life trust. Communications Magazine, IEEE, 47(12):94--101, 2009.
[6]
H. N. Gabow. An efficient reduction technique for degree-constrained subgraph and bidirected network flow problems. In Proc. of the 15th ACM Symposium on Theory of Computing, pages 448--456, 1983.
[7]
A. V. Goldberg and R. E. Tarjan. A new approach to the maximum-flow problem. J. ACM, 35:921--940, 1988.
[8]
B. Han, P. Hui, V. Kumar, M. Marathe, J. Shao, and A. Srinivasan. Mobile data offloading through opportunistic communications and social participation. Mobile Computing, IEEE Transactions on, (99):1--1, 2011.
[9]
http://joindiaspora.org.
[10]
R. M. Karp. Reducibility among combinatorial problems. In Complexity of Computer Computations, pages 85--103. Plenum Press, 1972.
[11]
K. Lee, I. Rhee, J. Lee, S. Chong, and Y. Yi. Mobile data offloading: how much can wifi deliver? In Proc. of the Co-NEXT '10, pages 1--12, Philadelphia, 2010.
[12]
P. Lungaro, Z. Segall, and J. Zander. Activecast-a network and user aware mobile content delivery system. In Proc. of ICUFN, pages 309--313, June 2010.
[13]
A. Mahdian, J. Black, R. Han, and S. Mishra. Myzone: A next-generation online social network. In Tech Report: Dpt. of Computer Science, Uni. of Colorado, Boulder, 2011.
[14]
J. Mestre. Greedy in approximation algorithms. In Proceedings of the 14th Annual European Symposium on Algorithms, pages 528--539, 2006.
[15]
H. Petander. Energy-aware network selection using traffic estimation. In Proc. of the 1st ACM workshop MICNET '09, pages 55--60, Beijing, 2009.
[16]
J. Pouwelse, P. Garbacki, J. Wang, A. Bakker, J. Yang, A. Iosup, D. Epema, M. Reinders, M. Van Steen, and H. Sips. Tribler: a social-based peer-to-peer system. Concurrency and Computation: Practice and Experience, 20(2):127--138, 2008.
[17]
S. Seong, J. Seo, M. Nasielski, D. Sengupta, S. Hangal, S. Teh, R. Chu, B. Dodson, and M. Lam. Prpl: a decentralized social networking infrastructure. In Proc. of the ACM Workshop on MCS: Social Networks and Beyond, page 8. ACM, 2010.
[18]
P. Stuedi, I. Mohomed, M. Balakrishnan, Z. Mao, V. Ramasubramanian, D. Terry, and T. Wobber. Contrail: Enabling decentralized social networks on smartphones. Middleware 2011, pages 41--60, 2011.
[19]
K. Thilakarathna, H. Petander, and A. Seneviratne. Performance of content replication in mobitribe:a distributed architecture for mobile ugc sharing. In Proc. of IEEE LCN, pages 558--566, oct 2011.
[20]
I. Trestian, S. Ranjan, A. Kuzmanovic, and A. Nucci. Taming user-generated-content in mobile networks via drop zones. In INFOCOM'11, pages 2840--2848, 2011.

Cited By

View all
  • (2017)Design and Analysis of an Efficient Friend-to-Friend Content Dissemination SystemIEEE Transactions on Mobile Computing10.1109/TMC.2016.257074716:3(702-715)Online publication date: 1-Mar-2017
  • (2016)Centralized to Decentralized Social NetworksManaging and Processing Big Data in Cloud Computing10.4018/978-1-4666-9767-6.ch003(37-54)Online publication date: 2016
  • (2016)Vehicular Digital ForensicsProceedings of the 6th ACM Symposium on Development and Analysis of Intelligent Vehicular Networks and Applications10.1145/2989275.2989282(59-66)Online publication date: 13-Nov-2016
  • Show More Cited By

Index Terms

  1. Enabling mobile distributed social networking on smartphones

    Recommendations

    Comments

    Information & Contributors

    Information

    Published In

    cover image ACM Conferences
    MSWiM '12: Proceedings of the 15th ACM international conference on Modeling, analysis and simulation of wireless and mobile systems
    October 2012
    428 pages
    ISBN:9781450316286
    DOI:10.1145/2387238
    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: 21 October 2012

    Permissions

    Request permissions for this article.

    Check for updates

    Author Tags

    1. cellular data traffic offloading
    2. mobile social networking
    3. user generated content sharing

    Qualifiers

    • Research-article

    Conference

    MSWiM '12
    Sponsor:

    Acceptance Rates

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

    Contributors

    Other Metrics

    Bibliometrics & Citations

    Bibliometrics

    Article Metrics

    • Downloads (Last 12 months)0
    • Downloads (Last 6 weeks)0
    Reflects downloads up to 01 Mar 2025

    Other Metrics

    Citations

    Cited By

    View all
    • (2017)Design and Analysis of an Efficient Friend-to-Friend Content Dissemination SystemIEEE Transactions on Mobile Computing10.1109/TMC.2016.257074716:3(702-715)Online publication date: 1-Mar-2017
    • (2016)Centralized to Decentralized Social NetworksManaging and Processing Big Data in Cloud Computing10.4018/978-1-4666-9767-6.ch003(37-54)Online publication date: 2016
    • (2016)Vehicular Digital ForensicsProceedings of the 6th ACM Symposium on Development and Analysis of Intelligent Vehicular Networks and Applications10.1145/2989275.2989282(59-66)Online publication date: 13-Nov-2016
    • (2014)MobiTribe: Cost Efficient Distributed User Generated Content Sharing on SmartphonesIEEE Transactions on Mobile Computing10.1109/TMC.2013.8913:9(2058-2070)Online publication date: Sep-2014
    • (2014)User generated content dissemination in mobile social networks through infrastructure supported content replicationPervasive and Mobile Computing10.1016/j.pmcj.2014.01.00511(132-147)Online publication date: Apr-2014
    • (2013)Opportunistic NetworksInternational Journal of Virtual Communities and Social Networking10.4018/jvcsn.20130401025:2(11-26)Online publication date: Apr-2013
    • (2013)Mobile social networking through friend-to-friend opportunistic content disseminationProceedings of the fourteenth ACM international symposium on Mobile ad hoc networking and computing10.1145/2491288.2491319(263-266)Online publication date: 29-Jul-2013
    • (2013)MobiTribe: Enabling device centric social networking on smart mobile devices2013 IEEE International Conference on Sensing, Communications and Networking (SECON)10.1109/SAHCN.2013.6644982(230-232)Online publication date: Jun-2013
    • (2013)Reconciling bitter rivals: Towards privacy-aware and bandwidth efficient mobile Ads delivery networks2013 Fifth International Conference on Communication Systems and Networks (COMSNETS)10.1109/COMSNETS.2013.6465567(1-10)Online publication date: Jan-2013

    View Options

    Login options

    View options

    PDF

    View or Download as a PDF file.

    PDF

    eReader

    View online with eReader.

    eReader

    Figures

    Tables

    Media

    Share

    Share

    Share this Publication link

    Share on social media