Method, device and equipment for it system performance risk trend prediction

Abstract

The present invention provides a method, device, and equipment for predicting IT system performance risk trends. The method first obtains the current business work order flow, data processing flow, system startup time, and service call accumulation of the IT system to be predicted; The current business work order flow and data processing flow are input into the pre-established first regression forecasting model to obtain the forecast results of business work order flow and data processing flow in the future set time period of the IT system; the above forecast results, and the current The system start-up time and the cumulative amount of service calls are input into the pre-established second regression prediction model, and the prediction results of the service response indicators in the future set time period are output; finally, the prediction results of the service response indicators are used as the IT system performance Risk trend prediction results. The invention can effectively predict the risk trend of the IT system performance, and improves the reliability of the IT system operation.

Description

technical field [0001] The present invention relates to the technical field of IT system performance risk prediction, in particular to a method, device and equipment for IT system performance risk trend prediction. Background technique [0002] Telecom operators or similar large-scale enterprises rely heavily on front-end and back-end IT systems for their business activities and production operations; for IT systems such as telecom operators, if there are tools or systems that can accurately judge or effectively predict an IT system in advance Response failures will occur during peak business periods in the future, which will be of great help to the IT operation and maintenance department and operation and maintenance personnel. [0003] Large and complex IT systems like telecom operators have a typical long-term business process system, that is, horizontally involves the interaction of service interfaces between multiple systems, and vertically generally involves three-tier...

AI Technical Summary

Problems solved by technology

For a long time, there has been a lack of effective solutions in the industry. First, it can effectively quantify and evaluate the health of IT systems. Second, it can predict the occurrence of IT system failure risks, that is, predict when and where failures will occur in the future, resulting in IT system failures. System lacks reliability

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