Infrastructure for Data Processing in Large-Scale Interconnected Sensor Networks

K. Aberer, M. Hauswirth, Ali Salehi
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引用次数: 374

Abstract

With the price of wireless sensor technologies diminishing rapidly we can expect large numbers of autonomous sensor networks being deployed in the near future. These sensor networks will typically not remain isolated but the need of interconnecting them on the network level to enable integrated data processing will arise, thus realizing the vision of a global "sensor Internet." This requires a flexible middleware layer which abstracts from the underlying, heterogeneous sensor network technologies and supports fast and simple deployment and addition of new platforms, facilitates efficient distributed query processing and combination of sensor data, provides support for sensor mobility, and enables the dynamic adaption of the system configuration during runtime with minimal (zero-programming) effort. This paper describes the global sensor networks (GSN) middleware which addresses these goals. We present GSN's conceptual model, abstractions, and architecture, and demonstrate the efficiency of the implementation through experiments with typical high-load application profiles. The GSN implementation is available from http://gsn.sourceforge.net/.
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大规模互联传感器网络中数据处理的基础结构
随着无线传感器技术价格的迅速下降,我们可以预期在不久的将来会部署大量的自主传感器网络。这些传感器网络通常不会保持孤立,但需要在网络层面将它们互联起来,以实现集成数据处理,从而实现全球“传感器互联网”的愿景。这需要一个灵活的中间件层,它从底层异构传感器网络技术中抽象出来,支持快速简单的部署和新平台的添加,促进高效的分布式查询处理和传感器数据的组合,提供对传感器移动性的支持,并在运行时以最小的(零编程)工作实现系统配置的动态适应。本文介绍了解决这些问题的全局传感器网络中间件。我们介绍了GSN的概念模型、抽象和体系结构,并通过典型高负载应用程序配置文件的实验证明了实现的效率。GSN实现可从http://gsn.sourceforge.net/获得。
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