机会情景下的流行病信息传播:由实验痕迹得出的现实模型

L. Galluccio, Colian Giannini, B. Lorenzo, S. Glisic, C. Buratti, R. Verdone
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引用次数: 1

摘要

本文提出了机会主义网络中流行病信息传播的分析模型。特别是,我们提供了一个流体马尔可夫模型,该模型依赖于一个潜在的马尔可夫链,该链通过展示具有指数尾行为的幂律来模拟节点对的相互接触时间分布。接触间时间过程已使用在上次EUCNC 2014会议期间进行的实验活动获得的轨迹进行建模。数值结果评价了模型的有效性,并比较了理论简化指数模型和实际指数模型的性能。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Epidemic information dissemination in opportunistic scenarios: a realistic model obtained from experimental traces
In this paper we present an analytical model of epidemic information dissemination in opportunistic networks. In particular we provide a fluid Markov model which relies on an underlying Markov chain which models inter-contact time distributions of nodes' pairs by exhibiting the well known power-law with exponential tail behavior. The inter-contact time process has been modeled using traces obtained by an experimental campaign carried out during the last EUCNC 2014 conference. Numerical results assess the effectiveness of the model and compare the performance achieved using the theoretical simplified exponential model and the realistic one.
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