A system monitoring method in a cloud computing environment aimed at judging operating status

Abstract

The invention discloses a system monitoring method in a cloud computing environment aimed at judging the operating state. The method of the invention includes: Step 1. Monitoring and sensing system operating data, collecting system monitoring data in a cloud computing environment, extracting, storing and outputting effective monitoring data ;Step2, system operation data preprocessing, preprocessing the effective monitoring data and output the preprocessed data; Step3, judging the system operation status based on the operation data, judging the system operation status on the preprocessed data and outputting the system operation Status value; Step4, monitoring feedback, adjust the data collection cycle of data perception according to the judgment result of the current system operation status. The present invention uses the SVM algorithm combined with the sliding time window, which helps to improve the accuracy of system operating state judgment, reduces the resource overhead of the monitoring method during monitoring, and improves monitoring efficiency; the present invention dynamically adjusts the data collection cycle of detection perception, which helps The resource overhead of the system monitoring process is reduced.

Description

technical field [0001] The invention relates to a system monitoring method in a cloud computing environment aimed at judging running states, and belongs to the field of cloud computing resource monitoring. Background technique [0002] In recent years, the application technology of cloud computing has become more and more extensive. However, a large number of malicious attacks and its own complexity and large-scale make the system and various hardware and software on it often abnormal, causing some or even all services to fail. Therefore, in order to enable the cloud computing platform to provide better service quality, the system must be monitored. Monitoring technology is the key to ensuring the performance and reliability of cloud computing systems. Administrators can understand the operating status of the system by analyzing data, so as to take measures to detect and solve problems early. In addition, the data obtained through resource monitoring can also be used as the...

AI Technical Summary

Problems solved by technology

[0003] At present, for the resource monitoring method of the system in the cloud computing environment, the administrator mainly sets the collection and monitoring indicators and the data collection cycle, and then collects and stores the monitoring indicators reflecting the system operation status in the cloud computing environment at a fixed collection frequency. , and did not fully consider the impact of the fixed data collection period on the system operating state

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