Research And Implementation Of Agent-based Cloud Environment Operation Data Monitoring And Analysis Methods

In recent years,cloud computing has developed rapidly.It virtualizes the actual distributed physical resources and integrates them to improve resource utilization.As the size of clusters in the cloud environment continues to grow,the management and deployment of resources becomes complex.In order to be able to reflect the operational status of the cloud environment and to ensure that the cloud environment provides reliable services,monitoring and analysis of the cloud environment has become increasingly important.Because the resources in the cloud environment are characterized by virtualization and flexibility,it is necessary to monitor and analyze various resources in the cloud environment.At present,the problems displayed by the cloud environment monitoring and analysis platform are: the monitoring is not comprehensive,and most of the existing monitoring platforms are aimed at a certain layer in the cloud environment,and the three layers of the cloud environment as a whole cannot be monitored.The scalability of the cloud environment monitoring and analysis platform is not strong,ignoring the impact of the monitoring cycle on the operating state of the system.The existing cloud environment monitoring and analysis platform cannot perform timely and effective analysis of the monitored data.This paper combines the characteristics of the cloud environment to improve the availability of cloud computing,and researches the monitoring and analysis methods of the cloud environment.The main research contents are as follows:1)This paper analyzes the service level of the cloud environment,and builds the cloud environment monitoring and analysis platform according to the characteristics of the hierarchical environment of the cloud environment.The platform can provide different monitoring data according to the service requirements of different users;Monitor each level in the cloud environment and analyze the monitoring data by running a data analysis agent.2)Firstly,analyze the structure in the cloud environment,design and implement the operation data monitoring agent,and comprehensively monitor the cloud environment;dynamically adjust the data monitoring period by preprocessing and abnormal judgment of the monitoring data.The effectiveness of the monitoring method was verified by experiments.3)In the running data analysis agent,the monitoring data collected by the running data monitoring agent is analyzed,so that the physical nodes in the cloud environment reach the load balance,and the virtual machines requested by the user in the cloud environment are scheduled.4)Realize the system prototype of Agent-based cloud environment operation data monitoring and analysis,and conduct experiments on this prototype system to verify the effectiveness of the method used in this paper.