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面向云制造的按需工作流任务分配方法

On-Demand Task Assignment Strategies for Workflow-Based Applications in Cloud Manufacturing

  • 摘要: 复杂大型的云制造应用需要通过既相互独立又能进行相互配合的多个制造云来协同完成,导致同一个工作流中的任务可在多个分布的工作流引擎中完成.为此,提出了一种“按需分配”的工作流任务分配方法,将任务分配贯穿于业务过程模型实例化过程,详细分析了云制造环境下影响任务分配的4种主要因素;为提高任务分配过程的自动化程度,给出了每种因素与任务需求的匹配方法.仿真实验结果表明了该方法的有效性.

     

    Abstract: Large and complex cloud manufacturing applications relies on co-operation between self-governed manufacturing clouds.Since each manufacturing cloud has its own capacity,the tasks defined in the workflow are allocated to distributed clouds to achieve a predetermined goal.In this paper,a study on on-demand task assignment strategy for workflow-based cloud manufacturing applications is presented,which aims to build a flexible workflow implementation mechanism.The proposed strategy assigns the tasks through the process of business process model instantiation.Four important influencing factors during task assigning process and their measuring methods are given in detail.To raise the degree of automation in assigning,matching methods between task requirements and the workflow engine are given for each factor.Simulation experiments validate the effectiveness of the proposed method.

     

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