面向服务的传感器网络的编程框架

Manish Kushwaha, Isaac Amundson, X. Koutsoukos, S. Neema, J. Sztipanovits
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引用次数: 103

摘要

无线传感器网络由小型、廉价的设备组成,这些设备与环境相互作用,相互通信,并执行分布式计算,以监测时空现象。这些设备非常适合各种应用,包括对象跟踪,环境监测和国土安全。目前,传感器网络技术并没有为缺乏低级网络编程经验的用户提供现成的解决方案。由于有限的资源、临时部署和不稳定的无线通信链路,分布式应用程序的开发需要结合应用程序级和系统级逻辑。由于资源限制和与物理世界的交互,用于传统分布式计算的编程框架和中间件不适合解决许多这样的问题。为了应对这些挑战,我们开发了OASiS,这是一个编程框架,为以对象为中心、环境感知、面向服务的传感器网络应用程序提供抽象。OASiS使用基于全局异步本地同步数据流的定义良好的计算模型,并辅以用户友好的建模环境。应用程序被实现为模块化服务的图形,并根据物理现象的检测执行。我们还实现了一套支持OASiS的中间件服务,以提供一个抽象层来屏蔽底层系统的复杂性。使用跟踪应用程序来说明OASiS的特性。我们的结果证明了面向服务的编程框架在资源受限的传感器网络中组合和部署应用程序的可行性和好处。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
OASiS: A Programming Framework for Service-Oriented Sensor Networks
Wireless sensor networks consist of small, inexpensive devices which interact with the environment, communicate with each other, and perform distributed computations in order to monitor spatio-temporal phenomena. These devices are ideally suited for a variety of applications including object tracking, environmental monitoring, and homeland security. At present, sensor network technologies do not provide off-the-shelf solutions to users who lack low-level network programming experience. Because of limited resources, ad hoc deployments, and volatile wireless communication links, the development of distributed applications require the combination of both application and system-level logic. Programming frameworks and middleware for traditional distributed computing are not suitable for many of these problems due to the resource constraints and interactions with the physical world. To address these challenges we have developed OASiS, a programming framework that provides abstractions for object-centric, ambient-aware, service-oriented sensor network applications. OASiS uses a well-defined model of computation based on globally asynchronous locally synchronous dataflow, and is complemented by a user-friendly modeling environment. Applications are realized as graphs of modular services and executed in response to the detection of physical phenomena. We have also implemented a suite of middleware services that support OASiS to provide a layer of abstraction shielding the low-level system complexities. A tracking application is used to illustrate the features of OASiS. Our results demonstrate the feasibility and the benefits of a service-oriented programming framework for composing and deploying applications in resource-constrained sensor networks.
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