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Communication Dans Un Congrès Année : 2014

Revisiting pitfalls of DTN datasets statistical analysis

Résumé

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.
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Dates et versions

hal-02549615 , version 1 (21-04-2020)

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Gwilherm Baudic, Tanguy Pérennou, Emmanuel Lochin. Revisiting pitfalls of DTN datasets statistical analysis. the 9th ACM MobiCom workshop, Sep 2014, Maui, United States. pp.73-76, ⟨10.1145/2645672.2645683⟩. ⟨hal-02549615⟩
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