MAS workflow model and scheduling algorithm for disaster management system

M. Habiba, S. Akhter
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引用次数: 7

Abstract

Workflow model is a computerized model to run business process in commercial industries. However, it can be used in different other scenario, especially where the real time environment is similar to distributed environment. In this paper, we have focused on how workflow model in cloud computing can help to maintain the rescue and reorganization activities of disaster situation. The proposed architecture models disaster situation as a distributed cloud system.. In this regard, existing models deal with temporal and static constrain. However they cannot be used to keep pace with an uncertainly dynamic system like disaster management system. Therefore a dynamically configurable and changeable workflow model is proposed. Multi Agent System (MAS) is used to simplify system architecture. Another contribution of this paper is to define a dynamic adaptive scheduling algorithm that offers an appropriate execution sequence of workflow activities. At the same time proposed algorithms are also capable of resource allocation and imposing dynamic control over the system. Proposed algorithms also consider both successful and failed situation in case of scheduling different activities.
灾害管理系统的MAS工作流模型及调度算法
工作流模型是在商业行业中运行业务流程的计算机化模型。但是,它可以用于不同的其他场景,特别是在实时环境类似于分布式环境的情况下。在本文中,我们重点研究了云计算中的工作流模型如何帮助维护灾害情况的救援和重组活动。提出的体系结构将灾难情况建模为分布式云系统。在这方面,现有的模型处理时间和静态约束。然而,它们不能用来跟上不确定的动态系统,如灾害管理系统。为此,提出了一种可动态配置的工作流模型。采用Multi Agent System (MAS)简化系统架构。本文的另一个贡献是定义了一种动态自适应调度算法,该算法提供了工作流活动的适当执行顺序。同时,所提出的算法还能够对系统进行资源分配和动态控制。所提出的算法还考虑了调度不同活动时的成功和失败情况。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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