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On the impact of users availability in OSNs

Published: 10 April 2012 Publication History

Abstract

Availability of computing resources has been extensively studied in literature with respect to uptime, session lengths and inter-arrival times of hardware devices or software applications. Interestingly enough, information related to the presence of users in online applications has attracted less attention. Consequently, only a few attempts have been made to leverage user availability pattern to improve such applications. Based on an availability trace collected from MySpace, we show in this paper that the online presence of users tends to be correlated to those of their friends. We then show that user availability plays an important role in some algorithms and focus on information spreading. In fact, identifying central users i.e. those located in central positions in a network, is key to achieve a fast dissemination and the importance of users in a social graph precisely vary depending on their availability.

References

[1]
Gossple project: http://www.gossple.fr.
[2]
F. Benevenuto, T. Rodrigues, M. Cha, and V. Almeida. Characterizing user behavior in online social networks. In IMC, 2009.
[3]
U. Brandes. A faster algorithm for betweenness centrality. Journal of Mathematical Sociology, 25:163--177, 2001.
[4]
A. Casteigts, P. Flocchini, W. Quattrociocchi, and N. Santoro. Time-varying graphs and dynamic networks. CoRR, abs/1012.0009, 2010.
[5]
K. Censor-Hillel and H. Shachnai. Fast information spreading in graphs with large weak conductance. In SODA, 2011.
[6]
M. Faloutsos, P. Faloutsos, and C. Faloutsos. On power-law relationships of the internet topology. In SIGCOMM, 1999.
[7]
L. Gyarmati and T. A. Trinh. Measuring user behavior in online social networks. IEEE Network, 24(5):26--31, 2010.
[8]
H. Kim and R. Anderson. Temporal node centrality in complex networks. Phys. Rev. E, 85:026107, 2012.
[9]
S. Le Blond, F. Le Fessant, and E. Le Merrer. Finding good partners in availability-aware p2p networks. In SSS, 2009.
[10]
E. Le Merrer and G. Trédan. Centralities: capturing the fuzzy notion of importance in social graphs. In SNS, 2009.
[11]
J. W. Mickens and B. D. Noble. Exploiting availability prediction in distributed systems. In NSDI, 2006.
[12]
J. M. Pujol, V. Erramilli, G. Siganos, X. Yang, N. Laoutaris, P. Chhabra, and P. Rodriguez. The little engine(s) that could: scaling online social networks. In SIGCOMM, 2010.
[13]
S. Rhea, D. Geels, T. Roscoe, and J. Kubiatowicz. Handling churn in a dht. In ATEC, 2004.
[14]
N. Santoro, W. Quattrociocchi, P. Flocchini, A. Casteigts, and F. Amblard. Time-varying graphs and social network analysis: Temporal indicators and metrics. In SNAMAS, 2011.
[15]
S. Saroiu, P. K. Gummadi, and S. D. Gribble. A measurement study of peer-to-peer file sharing systems. In MMCN, 2002.
[16]
J. Tang, M. Musolesi, C. Mascolo, V. Latora, and V. Nicosia. Analysing information flows and key mediators through temporal centrality metrics. In SNS, 2010.

Cited By

View all
  • (2020)Data availability improvement in peer‐to‐peer online social networksIET Information Security10.1049/iet-ifs.2019.036314:3(332-341)Online publication date: May-2020
  • (2017)Evaluating the Impact of Friends in Predicting User’s Availability in Online Social NetworksPersonal Analytics and Privacy. An Individual and Collective Perspective10.1007/978-3-319-71970-2_6(51-63)Online publication date: 25-Nov-2017
  • (2017)Privacy and Temporal Aware Allocation of Data in Decentralized Online Social NetworksGreen, Pervasive, and Cloud Computing10.1007/978-3-319-57186-7_19(237-251)Online publication date: 13-Apr-2017
  • Show More Cited By

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Published In

cover image ACM Conferences
SNS '12: Proceedings of the Fifth Workshop on Social Network Systems
April 2012
75 pages
ISBN:9781450311649
DOI:10.1145/2181176
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]

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Association for Computing Machinery

New York, NY, United States

Publication History

Published: 10 April 2012

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Author Tags

  1. availability
  2. centrality
  3. information spreading
  4. time varying graphs

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EuroSys '12
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EuroSys '12: Seventh EuroSys Conference 2012
April 10, 2012
Bern, Switzerland

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Twentieth European Conference on Computer Systems
March 30 - April 3, 2025
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Cited By

View all
  • (2020)Data availability improvement in peer‐to‐peer online social networksIET Information Security10.1049/iet-ifs.2019.036314:3(332-341)Online publication date: May-2020
  • (2017)Evaluating the Impact of Friends in Predicting User’s Availability in Online Social NetworksPersonal Analytics and Privacy. An Individual and Collective Perspective10.1007/978-3-319-71970-2_6(51-63)Online publication date: 25-Nov-2017
  • (2017)Privacy and Temporal Aware Allocation of Data in Decentralized Online Social NetworksGreen, Pervasive, and Cloud Computing10.1007/978-3-319-57186-7_19(237-251)Online publication date: 13-Apr-2017
  • (2017)Predicting the availability of users' devices in decentralized online social networksConcurrency and Computation: Practice and Experience10.1002/cpe.439030:20Online publication date: 13-Dec-2017
  • (2016)Assessing the evolution of Google+ in its first two yearsIEEE/ACM Transactions on Networking10.1109/TNET.2015.243379224:3(1813-1826)Online publication date: 1-Jun-2016
  • (2015)DiDuSoNet: A P2P architecture for distributed Dunbar-based social networksPeer-to-Peer Networking and Applications10.1007/s12083-015-0366-79:6(1177-1194)Online publication date: 5-Jun-2015
  • (2013)Google+ or Google-?Proceedings of the 22nd international conference on World Wide Web10.1145/2488388.2488431(483-494)Online publication date: 13-May-2013

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