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Workload Balancing on Agents for Business Process Efficiency Based on Stochastic Model

机译:基于随机模型的业务流程效率的代理工作负载均衡

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BPMS (Business Process Management Systems) is a revolutionary information system that supports designing, administrating, and improving the business processes systematically. BPMS enables execution of business processes by assigning tasks to human or computer agents according to the predefined definitions of the processes. In this paper, we model business processes and agents using a queueing network and propose a task assignment algorithm to maximize overall process efficiency under the limitation of agent's capacity. We first transform the business processes into queueing network models, in which the agents are considered as servers. With this complete, workloads of agents are calculated as server utilization and the task assignment policy can be determined by balancing the workloads. This will serve to minimize the workloads of all agents, thus achieving overall process efficiency. Another application of these results can be capacity planning of agents in advance and business process optimization in reengineering context. The simulation results and comparisons with other well-known dispatching policies show the effectiveness of our algorithm.
机译:BPMS(业务流程管理系统)是一种革命性的信息系统,支持系统地设计,管理和改进业务流程。 BPMS通过根据流程的预定义定义将任务分配给人或计算机代理,从而使业务流程得以执行。在本文中,我们使用排队网络对业务流程和代理商进行建模,并提出了一种任务分配算法,以在代理商能力有限的情况下最大程度地提高整体流程效率。我们首先将业务流程转换为排队网络模型,其中将代理视为服务器。完成此操作后,代理的工作负载将作为服务器利用率进行计算,并且可以通过平衡工作负载来确定任务分配策略。这将有助于最大程度地减少所有代理的工作量,从而实现整体流程效率。这些结果的另一个应用可以是预先进行代理的容量规划,以及在重新设计上下文中优化业务流程。仿真结果以及与其他知名调度策略的比较表明了该算法的有效性。

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