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A Modified Simulated Annealing Algorithm for Static Task Scheduling in Grid Computing

机译:一种改进的仿真退火算法在网格计中静态任务调度

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Grid Computing aims to allow unified access to data, computing power, sensors and other resources through a single virtual laboratory. The development or adaptation of applications for Grid environments is being challenged by the need of scheduling a large number of tasks and resources efficiently. The general problem of optimally mapping tasks to machines in a heterogeneous computing suite has been shown to be NP-complete. In this paper we propose a modified simulated annealing algorithm for scheduling independent tasks in Grid environment. Experimental results show that our proposed algorithm improves the performance of static instances compared to the results of other algorithms reported in the literature.
机译:网格计算旨在通过单个虚拟实验室允许统一访问数据,计算电源,传感器和其他资源。电网环境的应用程序的开发或适应是通过有效地安排大量任务和资源的需求来挑战。在异构计算套件中最佳地映射到机器的任务的一般问题已被证明是NP完整的。在本文中,我们提出了一种修改的模拟退火算法,用于在网格环境中调度独立任务。实验结果表明,与文献中报道的其他算法的结果相比,我们所提出的算法提高了静态实例的性能。

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