On the design of fair contact plans in predictable Delay-Tolerant Networks

J. Fraire, P. Madoery, J. Finochietto
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引用次数: 11

Abstract

Delay-Tolerant Networks (DTNs) have become a promising solution for challenged communication environments. As a result, different routing schemes have been investigated that take into account the time-evolving nature of the network topology. Among them, Contact Graph Routing (CGR) has been proposed for environments with predictable connectivity. In order to evaluate routing decisions, DTN nodes need to know the contact plan in advance, which comprises all communication links among nodes that will be available in the future. Since not all potential contacts can belong to the contact plan, its design requires analyzing conflicting contacts in order to select those that meet an overall goal. In this paper, we consider the design of contact plans that can maximize fairness requirements while still maximizing the overall capacity as well. To this end, we propose to formalize the problem by means of an optimization model and evaluate its performance in terms of different fairness metrics. Since this model can be computationally intractable for a large number of contacts, we also propose to tackle it as a matching problem, resulting in algorithms of polynomial complexity, and compare these results with those of the original model. We show that fairness can be properly modeled to design contact plans and that efficient algorithms do exist to compute these plans quite accurately.
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可预测容延迟网络中公平接触计划的设计
容忍延迟网络(Delay-Tolerant network, DTNs)已成为一种很有前途的解决方案,以适应复杂的通信环境。因此,考虑到网络拓扑的时间演化特性,研究了不同的路由方案。其中,接触图路由(Contact Graph Routing, CGR)被提出用于可预测连通性的环境。为了评估路由决策,DTN节点需要提前知道连接计划,该计划包括节点之间未来可用的所有通信链路。因为不是所有潜在的接触都属于接触计划,它的设计需要分析冲突的接触,以便选择那些满足总体目标的接触。在本文中,我们考虑的接触计划的设计,可以最大限度地提高公平性的要求,同时也最大限度地提高总体容量。为此,我们建议通过优化模型形式化问题,并根据不同的公平性指标评估其性能。由于该模型对于大量的接触可能在计算上难以处理,我们也提出将其作为匹配问题来处理,从而产生多项式复杂度的算法,并将这些结果与原始模型的结果进行比较。我们证明公平性可以适当地建模来设计接触计划,并且确实存在有效的算法来相当准确地计算这些计划。
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