Optimization of cloud resource allocation for small and medium sized enterprises based on improved genetic algorithm
In order to effectively reduce the cost of cloud deployment for enterprises and significantly improve resource utiliza-tion,an improved genetic algorithm is proposed to optimize the allocation of cloud resources for small and medium-sized enter-prises.Analyze the cloud resource requirements of small and medium-sized enterprises to provide scientific basis for optimizing configuration.Set the objective function and constraints for resource allocation,use an improved genetic algorithm to simulate natu-ral selection and genetic mechanisms to find the optimal resource allocation plan,and optimize the allocation of cloud resources.The experimental results show that after applying this method,the total monthly cost of the enterprise has been successfully re-duced by 1300 yuan/month,and the resource utilization rate has also been significantly improved,making it the most reasonable and economical choice.
improved genetic algorithmsmall and medium-sized enterprisescloud resourcesoptimizationconfiguration
万方数据
