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Using Blackboards to Optimize Grid Workflows with Respect to Quality Constraints

机译:使用黑板在质量约束方面优化网格工作流程

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Composing grid services to workflows, which solve specific problems is not a trivial task. Various parameters like for example timing constraints, desired quality of solution, availability of (computing) resources, error recovery, payment and security issues, to name only a few, have to be considered. The heterogeneity and the highly dynamic nature of the grid pose additional challenges. Current implementations try to construct workflows based on the user's needs and the capabilities of the respective services before the actual run. In this paper we propose a blackboard method that is able to find (near) optimal workflows and accommodate to changing conditions like for instance delays or faults on the fly
机译:将网格服务组合到解决特定问题的工作流中并不是一件容易的事。仅需列举几个参数,例如时序约束,所需的解决方案质量,(计算)资源的可用性,错误恢复,付款和安全性问题等各种参数。网格的异质性和高度动态性带来了其他挑战。当前的实现尝试在实际运行之前根据用户的需求和相应服务的功能来构建工作流。在本文中,我们提出了一种黑板方法,该方法能够找到(接近)最佳工作流程并适应不断变化的条件,例如动态延迟或故障

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