IT-service concentrated monitoring and managing system based on Apriori algorithm

Abstract

The invention provides an IT-service concentrated monitoring and managing system based on the Apriori algorithm. The IT-service concentrated monitoring and managing system is characterized by comprising an IT-service concentrated monitoring and managing unit and an IT-service-concentrated-monitoring-system core process unit; the IT-service concentrated monitoring and managing unit comprises an IT device state data collecting module, a state alarm trigger module and an operation-and-maintenance-event processing module; an IT-device-state-data concurrent collecting process, a state-alarm-rule diagnosis process and an alarm-correlated-event positioning process are adopted in the IT-service-concentrated-monitoring-system core process unit. The Apriori algorithm calculation is carried out with WEKA software, all kinds of data mining tasks can be borne, and include data pretreating, classifying, returning, clustering and correlation analysis to complete the task such as server-terminal automatic data mining, the operation performance is better optimized, design is novel, and the IT-service concentrated monitoring and managing system based on the Apriori algorithm is a quite-good design scheme.

Description

technical field [0001] The invention relates to an IT service centralized monitoring and management system based on the Apriori algorithm. Background technique [0002] At present, the centralized monitoring and management of IT services in my country is still in its infancy, and only a small number of enterprises have established a centralized monitoring and management system for comprehensive IT services. Therefore, for the vast majority of enterprises, enterprises cannot centrally manage their own network resources, server resources, system resources, etc., and cannot share data and information. Standardized and programmed centralized monitoring and management of enterprise IT services has not yet been realized. . This widely used traditional IT management model mainly has the following two characteristics: [0003] 1. Traditional IT monitoring adopts a single-point management model. The management department and management department, management products and management...

AI Technical Summary

Problems solved by technology

[0003] 1. Traditional IT monitoring adopts a single-point management model. The management department and management department, management products and management products are independent of each other. Computer operation and maintenance personnel generally only understand one aspect or part of computer resources, such as servers Managers only care about how to check server CPU and memory usage, etc. Under this management mode, operation and maintenance managers cannot understand the overall computer resource distribution and performance distribution of the enterprise IT system, and lack a comprehensive grasp of the overall IT system operation of the enterprise , which makes it difficult for managers to formulate effective overall management strategies and management methods for the operation of the enterprise's own IT system, and the enterprise's management requirements for information systems cannot be met

[0004] 2. Under the traditional IT service management mode, IT service operation and maintenance managers are often in a "fire brigade" chaotic state, and the operation and maintenance personnel can only wait for the fault to occur and then passively solve the fault

On the other hand, operation and maintenance personnel can only check the running status of the device by remotely logging in to the monitoring device and executing cumbersome commands, lacking convenient and effective intelligent means to actively monitor the status of system resources

Or, due to the use of different devices of different brands, IT managers need to use different management platforms for different devices for device management. These situations make the management of computer resources by managers complicated and time-consuming, resulting in a large number of IT managers , and the division of labor is unreasonable, which leads to an increase in the complexity of system management and management costs

[0005] Due to the ever-increasing scale and complexity of enterprise IT systems and increasing dependence on IT systems, the traditional centralized monitoring and management mode of IT systems can no longer fully guarantee the credibility and security of enterprise IT operating environments

Images