一个可重构的分布式CEP中间件,适用于不同的移动性场景

Piotr Kamisinski, V. Goebel, T. Plagemann
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引用次数: 6

摘要

传感器节点和复杂事件处理(CEP)是收集数据和检测关键任务普遍系统中感兴趣的现象的重要而强大的手段,例如用于应急和救援行动。但是,动态网络不允许使用集中式CEP。为了解决这个问题,我们提出了一个基于组件的分布式CEP中间件。其主要目标是针对不同的移动性场景轻松地重新配置。这是通过提供针对特定场景量身定制的可扩展算法集合来实现的。中间件使按需选择最适合当前场景的算法成为可能。我们的评估表明,中间件适用于广泛的移动性场景。我们还研究了分布式CEP的效率和可靠性之间的权衡。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A reconfigurable distributed CEP middleware for diverse mobility scenarios
Sensor nodes and complex event processing (CEP) are important and powerful means for gathering data and detecting phenomena of interest in mission-critical pervasive systems, e.g. for emergency and rescue operations. However, the dynamic network does not allow using centralized CEP. To address this issue, we present a component-based distributed CEP middleware. Its main goal is easy reconfigurability to different mobility scenarios. This is achieved by providing an extensible collection of algorithms that are tailored for specific scenarios. The middleware makes it possible to select on demand the algorithms that are most suitable for the current scenario. Our evaluation shows that the middleware works in a broad spectrum of mobility scenarios. We also investigate the trade-off between efficiency and reliability of distributed CEP.
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