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An Economic Approach for Scheduling Dependent Tasks in Grid Computing

机译:在网格计算中调度依赖任务的经济方法

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Grids are emerging as a promising solution for resource and computation demanding applications. Here, task scheduling is one of the most important subjects. In traditional approaches for grid scheduling, makespan or completion time of scheduling is the most important parameter for optimization. But in these algorithms, some parameters like user requirements aren't considered. Over the last few years, grid technologies have progressed towards a service-oriented paradigm that enables users to consume these services, based on their QoS (Quality of Service) requirements. However, the heterogeneity of resources in grid computing complicates resource management and scheduling of applications. In addition, the commercialization of the grid requires policies that can take into account user requirements, and budget considerations, in particular. In this paper a new list heuristic algorithm for workflow applications modeled as Directed Acyclic Graphs (DAGs), is developed to solve the scheduling problem, considering time and cost parameters. In this algorithm, the objective function is optimizing both time and cost using a greedy approach.
机译:网格正在成为资源和计算要求苛刻应用的有希望的解决方案。这里,任务调度是最重要的科目之一。在传统的网格调度方法中,Mapespan或计划的完成时间是最重要的优化参数。但在这些算法中,不考虑一些用户要求这样的参数。在过去的几年里,网格技术已经进入了面向服务的范式,使用户能够根据其QoS(服务质量)要求来消费这些服务。然而,网格计算中资源的异质性使应用程序的资源管理和调度复杂化。此外,网格的商业化需要可以考虑用户需求的政策和预算考虑。在本文中,开发了一种新的新列表启发式算法,用于根据定向的非循环图(DAG)建模的工作流程应用程序来解决调度问题,考虑时间和成本参数。在该算法中,客观函数正在使用贪婪方法优化两次和成本。

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