改进SFLA算法在云计算资源调度中的应用

Application of Improved SFLA Algorithm in Resource Scheduling of Cloud Computing

为了提高云计算任务调度的效率,采用改进的SFLA算法实现任务调度。本文先对云计算任务调度原则和调度策略进行了分析,接着对SFLA算法基本原理及数学模型进行了详述,并提出了智能群体算法和自适应SFLA混合的改进SFLA算法,最后运用实例仿真验证该算法在云计算调度中的性能,与传统SFLA算法比较,改进算法在云计算调度中具有更快收敛性和更高精确性,具有一定的研究价值。

In order to improve the efficiency of cloud computing task scheduling, the paper uses improved SFLA algorithmto realize task scheduling. The paper first analyzes the cloud computing task scheduling principle and scheduling strategy,and then discusses in detail the basic principle and mathematical model of SFLA algorithm, and puts forward the intelligentgroup algorithm and adaptive SFLA mixed improved SFLA algorithm, finally using the instance simulation to verify the performance in cloud computing scheduling of the algorithm, compared with traditional SFLA algorithm, the improved algorithm has faster convergence and higher precision in cloud computing scheduling, which has a certain research value.