DisGB:在地理分布式Pub/Sub系统中使用地理上下文信息实现高效路由

Jonathan Hasenburg, David Bermbach
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引用次数: 8

摘要

物联网数据通常通过pub/sub交换,例如基于MQTT协议。然而,特别是在物联网中,数据的相关性通常取决于地理环境,例如数据源和接收器的位置。在本文中,我们提出了两种利用这一特性选择集合点的代理间路由策略。我们通过分布式发布/订阅原型进行分析评估,并通过实验评估哪种策略最适合三种物联网场景。在模拟的基础上,我们将我们的方法的性能和效率与最先进的方法进行了比较:与唯一的替代方法相比,我们的策略将事件交付延迟减少了22倍,而唯一的替代方法发送的消息略少。与所有其他方法相比,我们的策略还需要更少的代理间消息,同时至少实现相同的性能。
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DisGB: Using Geo-Context Information for Efficient Routing in Geo-Distributed Pub/Sub Systems
IoT data are usually exchanged via pub/sub, e.g., based on the MQTT protocol. Especially in the IoT, however, the relevance of data often depends on the geo-context, e.g., the location of data source and sink. In this paper, we propose two inter-broker routing strategies that use this characteristic for the selection of rendezvous points. We evaluate analytically and through experiments with a distributed pub/sub prototype which strategy is best suited in three IoT scenarios. Based on simulation, we compare the performance and efficiency of our approach to the state of the art: Our strategies reduce the event delivery latency by up to 22 times compared to the only alternative that sends slightly fewer messages. Our strategies also require significantly less inter-broker messages than all other approaches while achieving at least the same performance.
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