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Event-Driven Process-Centric Performance Prediction via Simulation

机译:通过仿真进行事件驱动的以流程为中心的性能预测

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Today's fast, competitive and extremely volatile markets exert a great deal of pressure on businesses to react quicker against the changes, and sometimes even before the changes actually happen. A late action can potentially result in a legal compliance failure or violation of service level agreements (SLA's). A business analyst needs to be notified before these failures and violations occur. This paper proposes an approach that enables real-time and process-centric decision support in the form of performance prediction as an application of Event-Driven Business Process Management (EDBPM). The ability of simulations to produce future-events, which are of the same type like the live-events generated by the really executed business process, is utilised. Live-events and simulated future-events can therefore be treated by a Complex-Event Processing (CEP) engine in the same way and parameters representing the historic, current, and future performance of the business process can be easily computed.
机译:当今快速,竞争激烈且极度动荡的市场给企业施加了巨大的压力,要求它们对变化做出更快的反应,有时甚至在变化真正发生之前就做出反应。延迟采取行动可能会导致法律合规性失败或违反服务水平协议(SLA)。在这些故障和违规发生之前,需要通知业务分析师。本文提出了一种方法,该方法可以将绩效预测的形式作为事件驱动的业务流程管理(EDBPM)的应用来实现实时和以流程为中心的决策支持。利用了模拟产生未来事件的能力,这些事件的类型与实际执行的业务流程所产生的实时事件的类型相同。因此,可以通过复杂事件处理(CEP)引擎以相同的方式处理现场事件和模拟的未来事件,并且可以轻松地计算代表业务流程的历史,当前和未来绩效的参数。

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