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The Research of Grid Resource Scheduling Mechanism Based on Pareto Optimality

机译:基于Pareto最优性的网格资源调度机制研究

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As a new computing pattern, Grid computing makes the aggregation, selection, and sharing of geographically distributed heterogeneous resources possible to solve large-scale issues of commerce, engineering, and science. However, it is problematic that the geographic distributed resources owned by different institutions with their different price models, usage policies and changing load. The resource producers and resource consumers have different objects, strategies, and requirement. Meanwhile, the availability of resources and the load on them dynamically varies with time. Hence, resource management in these Grid computing environments is a complicated task. An economic-based method is presented to allocate Grid resource, which is based on Pareto optimality theory and realizes the optimal allocation of Grid resource. And this method can largely avoid a waste of resources. This paper describes a Grid bank model that depends on market mechanism to understand deeply Pareto optimality.
机译:作为一种新的计算模式,网格计算使得地理分布式异构资源的聚合,选择和共享可以解决可以解决商业,工程和科学的大规模问题。但是,不同机构拥有的地理分布式资源具有不同的价格模型,使用策略和更改负载是有问题的。资源生产商和资源消费者具有不同的对象,策略和要求。同时,资源的可用性和它们上的负载随时间而变化。因此,这些网格计算环境中的资源管理是一个复杂的任务。提出了一种基于经济的方法来分配网格资源,该资源基于Pareto最优理论,实现了网格资源的最佳分配。这种方法可以很大程度上避免浪费资源。本文介绍了一个网格银行模型,其取决于市场机制来了解深度帕累托最优的。

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