用于分布式复杂事件处理的基于选择的重用

Beate Ottenwälder, B. Koldehofe, K. Rothermel, Kirak Hong, U. Ramachandran
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引用次数: 23

摘要

复杂事件处理(CEP)系统的一个吸引人的用例是让移动用户实时对其环境中的事件做出反应,例如,对事故等危险情况的发生做出反应。维护移动CEP系统是高度资源密集型的,因为在许多情况下,需要以以消费者为中心的方式检测事件,以确保低延迟事件检测和高质量的结果。为了提高移动CEP系统的可扩展性,本文提出了雷杰普系统。在存在部分兴趣重叠的移动用户时,雷杰普系统提供了有效重用计算的方法,从而降低了移动CEP的资源需求。由于计算的重用是根据定义良好的质量指标进行的,因此可以很容易地针对特定的移动应用程序进行定制,并根据用户环境中处理事件的精度和召回率,最大限度地节省资源以达到所需的质量。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
RECEP: selection-based reuse for distributed complex event processing
An appealing use case of complex event processing (CEP) systems is for mobile users to react in real-time to events in their environment, e.g., to the occurrence of a dangerous situation such as an accident. Maintaining mobile CEP systems is highly resource intensive since in many cases events need to be detected in a consumer-centric manner to ensure low latency event detection and high quality of results. In this paper we propose the RECEP system to increase the scalability of mobile CEP systems. In the presence of mobile users with partially overlapping interest, the RECEP system offers methods to efficiently reuse computations and this way reduces the resource requirements of mobile CEP. Since reuse of computations happens with respect to well defined quality metrics, RECEP can be easily tailored to specific mobile applications and maximize the resource savings for their desired quality in terms of precision and recall of the processed events from the user's environment.
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