Baudic, Gwilherm and Pérennou, Tanguy and Lochin, Emmanuel Revisiting pitfalls of DTN datasets statistical analysis. (2014) In: The 20th Annual International Conference on Mobile Computing and Networking, 7 September 2014 - 11 September 2014 (Maui, United States).
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(Document in English)
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Official URL: http://dx.doi.org/10.1145/2645672.2645683
Abstract
Contact traces collected in real situations represent a popular material to assess the performance of a Delay Tolerant Network. These traces usually require some preprocessing to be fully usable. Especially, several assumptions can be made prior to performing the statistical analysis of contact and inter-contact times. We first classify these assumptions, and analyze their impact on the statistical characterization of three well-known datasets. We also identify some pitfalls in dataset analysis that might strongly influence the conclusion made by the experimenter. Based on our own experience, we subsequently propose a preliminary checklist to help researchers avoid undesired ambiguities or misunderstandings in further studies.
Item Type: | Conference or Workshop Item (Paper) |
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Additional Information: | This papers appears in Proceedings of the 9th ACM MobiCom workshop on Challenged networks. ISBN: 978-1-4503-2783-1. The original PDF is available at: http://dx.doi.org/10.1145/2645672.2645683 |
Audience (conference): | International conference proceedings |
Uncontrolled Keywords: | |
Institution: | Université de Toulouse > Institut Supérieur de l'Aéronautique et de l'Espace - ISAE-SUPAERO (FRANCE) |
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Statistics: | download |
Deposited On: | 03 Oct 2014 14:38 |
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