An Adaptive Peer-to-Peer Overlay Scheme for Location-Based Services

G. Brambilla, Marco Picone, M. Amoretti, F. Zanichelli
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引用次数: 16

Abstract

One envisioned distinctive feature of smart cities is the interconnection among mobile users and vehicles, to support the fulfillment of location-based services. This can be obtained with centralized architectures, and with all the problems of scalability and robustness that such a solution involves. On the other hand, a more complex but more reliable, completely distributed approach can overcome this kind of problems. In this paper, we present the Adaptive Distributed Geographic Table (ADGT), a peer-to-peer overlay scheme suitable for the development of location-based services. In particular, the ADGT allows to efficiently retrieve peers or resources, to broadcast messages within any geographical region, and to be automatically notified about any type of information around any geographical location, following the publish/subscribe model. What mainly differentiates the ADGT from the other solutions in literature is the adaptivity of the overlay's topology to peers' mobility. Actually, the ADGT has the capability to adapt the neighborhood of each mobile peer depending on speed and direction. We have evaluated the ADGT by simulating different scenarios, and the results show that it acts well, ensuring high quality of messages dissemination and low cost in terms of data usage.
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基于位置服务的自适应点对点覆盖方案
智能城市的一个显著特征是移动用户和车辆之间的互联,以支持基于位置的服务的实现。这可以通过集中式体系结构以及这种解决方案所涉及的所有可伸缩性和健壮性问题来实现。另一方面,一个更复杂但更可靠的、完全分布式的方法可以克服这类问题。本文提出了一种适合于基于位置的服务开发的点对点覆盖方案——自适应分布式地理表(ADGT)。特别是,ADGT允许有效地检索对等点或资源,在任何地理区域内广播消息,并根据发布/订阅模型自动通知任何地理位置周围的任何类型的信息。ADGT与文献中其他解决方案的主要区别在于覆盖层拓扑对对等体移动性的适应性。实际上,ADGT具有根据速度和方向调整每个移动对等体的邻域的能力。我们通过模拟不同的场景对ADGT进行了评估,结果表明它具有良好的性能,保证了高质量的消息传播和低成本的数据使用。
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