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SGF: a crowdsourced large-scale event dataset

Published: 12 June 2018 Publication History

Abstract

This paper presents a crowdsourced dataset of a large-scale event with more than 1000 measuring participants. The detailed dataset consists of various location data and network measurements of all national carrier collected during a four-day event. The concentrated samples for this short time period enable detailed analysis, e.g., by correlating movement patterns and experienced network conditions.

References

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Sgf: A crowdsourced large-scale event dataset. In Zenodo, Apr. 2018.
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J. Erman and K. K. Ramakrishnan. Understanding the super-sized traffic of the super bowl. In Proceedings of the 2013 conference on Internet measurement conference, pages 353--360. ACM, 2013.
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A. Frömmgen, J. Heuschkel, P. Jahnke, F. Cuozzo, I. Schweizer, P. Eugster, M. Mühlhäuser, and A. Buchmann. Crowdsourcing measurements of mobile network performance and mobility during a large scale event. In International Conference on Passive and Active Network Measurement, pages 70--82. Springer, 2016.
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A. Nikravesh, D. R. Choffnes, E. Katz-Bassett, Z. M. Mao, and M. Welsh. Mobile network performance from user devices: A longitudinal, multidimensional analysis. In Passive and Active Measurement, pages 12--22. Springer, 2014.
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M. Z. Shafiq, L. Ji, A. X. Liu, J. Pang, S. Venkataraman, and J. Wang. A first look at cellular network performance during crowded events. In ACM SIGMETRICS Performance Evaluation Review, volume 41, pages 17--28. ACM, 2013.
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Y. Xu, Z. Wang, W. K. Leong, and B. Leong. An end-to-end measurement study of modern cellular data networks. In Passive and Active Measurement, pages 34--45. Springer, 2014.

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  1. SGF: a crowdsourced large-scale event dataset

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    Published In

    cover image ACM Conferences
    MMSys '18: Proceedings of the 9th ACM Multimedia Systems Conference
    June 2018
    604 pages
    ISBN:9781450351928
    DOI:10.1145/3204949
    • General Chair:
    • Pablo Cesar,
    • Program Chairs:
    • Michael Zink,
    • Niall Murray
    This work is licensed under a Creative Commons Attribution-ShareAlike International 4.0 License.

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    Association for Computing Machinery

    New York, NY, United States

    Publication History

    Published: 12 June 2018

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    Author Tags

    1. crowdsourcing
    2. dataset
    3. large-scale event

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    • Research-article

    Funding Sources

    • German Research Foundation (DFG)

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    MMSys '18
    Sponsor:
    MMSys '18: 9th ACM Multimedia Systems Conference
    June 12 - 15, 2018
    Amsterdam, Netherlands

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    Overall Acceptance Rate 176 of 530 submissions, 33%

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