Abstract: In order to improve the resource scheduling efficiency in cloud computing,this paper put forward a cloud computing resource scheduling method based on social force swarm optimization algorithm.Firstly,resource scheduling task completion time was taken as objective function of swarm optimization algorithm based on social force model.And then the optimal scheduling scheme was found by simulation of crowd evacuation process of self-organization phenomenaand congestion avoidance behavior.Finally,the simulation experiments were carried out to test the performance of the proposed method.The results show that compared with other the resource scheduling method in cloud computing,the proposed method can quickly find the optimal resource scheduling scheme,make resource load more balanced,and improve the utilization rate of cloud computing resources.

Key words: Cloud computing,Social force model,Resource scheduling,Load balancing