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Coordination and Self-Organization in MultiAgent Systems

机译:多层系统中的协调和自组织

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We consider a system of agents as a layer between services and the network hosts. We present a self-organizing system of agents able to offer services with an increase of the speed, and decrease of the network traffic. A coordination model defines how the agents interact, and how their interactions can be controlled; this includes dynamic creation and destruction of agents, control of communication flows among agents, control of spatial distribution of agents, as well as synchronization of actions over time. Various distances and topological relations are used to explain our self-organizing mechanism. We analyze the stability of the system, and provide a new result regarding a weak form of stability depending only on the moment of the first requests of agents by hosts. Finally we provide a visualization of the services evolution using self-organizing maps, and presenting a service clustering structure.
机译:我们将一个代理系统视为服务与网络主机之间的层。我们展示了一个能够在增加速度和网络流量的速度下提供服务的自我组织的代理系统。协调模型定义了代理的交互方式,以及如何控制它们的交互;这包括动态创造和破坏代理,控制代理之间的通信流量,控制器的空间分布以及随时间的同步。各种距离和拓扑关系用于解释我们的自组织机制。我们分析了系统的稳定性,并提供了关于稳定形式的新结果,这仅根据主机的第一个代理请求的那一刻。最后,我们通过自组织地图提供服务演进的可视化,并呈现服务聚类结构。

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