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Optimal resource model and task scheduling algorithm based on dynamic load balancing strategy in grid
基于动态负载均衡策略的网格任务调度优化模型和算法

Keywords: grid computing,task scheduling,immune clonal algorithm,simmulated annealing algorithm,parallel simmulated annealing clonal algorithm
网格计算
,任务调度,免疫克隆算法,模拟退火算法,并行模拟退火克隆算法

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Abstract:

Task scheduling is a NP-hard problem and also an integral part of parallel and distributed computing. It becomes more complicated especially in the grid computing environment. An optimal task scheduling model and an algorithm were brought forward, which combined the advantages of immune clonal algorithm and simulated annealing. The simulation results show that this algorithm achieves resource load balancing, and it overcomes the shortcomings of genetic algorithm, and can be applied to the optimization of task scheduling successfully.

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