Re-usability in complex event pattern monitoring

J. Lang, M. Jantosovic, I. Polásek
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引用次数: 7

Abstract

Large volumes of incoming messages or events - in multiple streams - processing can be time-critical and strategically important. Crucial and often not so simple is the decision making over such data. This paper presents a generalized solution proposal for systems running without interruption (at run-time) based on Complex Event Processing (CEP) - by aspect-oriented approach for specific domain. The functionality of the system is strongly determined by listeners' implementation and by identification data patterns and their representation in the form of rules. Listeners themselves determine so called message model as a standard set of messages which runs into the CEP engine. Messages are represented by certain events. We assume the use of this method also in other domains. Analogically to the software product-line approach are compared possibilities in implementation listeners to data patterns. Despite certain limitation and expectation of large number of different types of events, the system shows good performance in environmentally oriented applications.
复杂事件模式监控中的可重用性
大量传入消息或事件(在多个流中)的处理可能是时间紧迫且具有战略重要性的。对这些数据的决策至关重要,但往往不那么简单。针对特定领域,提出了一种基于面向方面的复杂事件处理(CEP)方法的无中断运行系统的通用解决方案。系统的功能很大程度上取决于侦听器的实现和识别数据模式及其以规则形式表示的方式。侦听器本身将所谓的消息模型确定为运行在CEP引擎中的一组标准消息。消息由某些事件表示。我们假定这种方法也适用于其他领域。与软件产品线方法类似,将实现侦听器中的可能性与数据模式进行比较。尽管存在一定的局限性和对大量不同类型事件的期望,但该系统在面向环境的应用中表现出良好的性能。
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