Multi-objective task scheduling optimization in cloud computing based on fuzzy self-defense algorithm

Alexandria Engineering Journal(2021)

引用 27|浏览10
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摘要
A cloud computing multi-objective task scheduling optimization based on fuzzy self-defense algorithm is proposed. Select the shortest time, the degree of resource load balance and the cost of multi-objective task completion as the goal of cloud computing multi-objective task scheduling, establish a mathematical model to measure the effect of multi-objective task scheduling, and construct the objective function of cloud computing multi-objective task scheduling. The experimental results show that the cloud computing multi-objective task scheduling optimization method based on fuzzy self-defense algorithm can improve the performance of multi-objective maximum completion time, deadline violation rate and virtual machine resource utilization.
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关键词
Fuzzy self-defense algorithm,Cloud computing,Multi-objective task,Scheduling optimization
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