摘要
云计算是当前流行的计算模式,而云计算资源分配是云计算系统的关键。文章基于机器学习的云计算资源分配算法研究,通过机器学习算法来识别工作负载,评估资源分配,从而调度资源。实验结果表明,基于机器学习的云计算资源分配算法不仅保证了各节点负载均衡,还提高了云计算集群的稳定性。
Cloud computing is currently the most popular computing mode,and cloud computing resource allocation is the key to cloud computing systems.This article conducts research on cloud computing resource allocation algorithms based on machine learning.Machine learning algorithms are used to identify fewer workloads,make optimal evaluations of resource allocation,and effectively schedule resources.The experimental results show that the cloud computing resource allocation algorithm based on machine learning ensures load balancing among nodes and improves the stability of cloud computing clusters.
作者
钟潇柔
ZHONG Xiaorou(Xinxiang College,Xinxiang Henan 453003,China)
出处
《信息与电脑》
2023年第12期108-110,共3页
Information & Computer
关键词
云计算
机器学习
资源分配
负载均衡
cloud computing
machine learning
resource allocation
load balancing
