Monitoring data processing method and system based on heterogeneous data source and medium

Abstract

The invention provides a monitoring data processing method and system based on a heterogeneous data source, and a medium, the method comprises the following steps: obtaining original data of a monitoring target, converting the original data to obtain data in a first format, and verifying the data in the first format, the verification process comprises the following steps: determining a second index attribute of a data layer, wherein the second index attribute is the same as the first index attribute, determining timestamp information of the index data, associating the verified first format data with a plurality of service dimensions to obtain second format data, carrying out alarm prediction according to the second format data, and carrying out visual display on an alarm prediction resultand the second format data. According to the method, more comprehensive and more reliable cross-monitoring product system data alarm prediction is provided, and the fitness with business data is higher, more intuitive overview comprehensive monitoring and information visual display are provided, and the method can be widely applied to the technical field of resource monitoring.

Description

technical field [0001] The invention belongs to the technical field of resource monitoring, in particular to a monitoring data processing method, system and medium based on heterogeneous data sources. Background technique [0002] With the advent of the cloud computing era, accurate acquisition and control of IT information such as virtualized resources and cloud services has become increasingly urgent. The need for an at-a-glance business monitoring information display platform, system health monitoring and intelligent comprehensive monitoring platform for business security operation The demand is getting stronger and stronger, displaying differentiated and intelligent monitoring information according to the organizational structure and level, and providing self-service are becoming more and more rigid demands of users. [0003] However, currently different IT monitoring products and systems have different forms and functions, and are incompatible with each other. As a resu...

AI Technical Summary

Problems solved by technology

[0005] (2) Different technical systems; different monitoring products are developed based on different programming languages, including C / C++, Java, Python, GoLang, etc., and have different versions for different operating systems, such as windows, linux, unix, etc. There may also be some dependence

[0007] (4) Different open interface protocols; many products and specific projects do not have perfect integration interfaces and data interfaces

Due to the relative fragmentation of the system, the degree of fit between system monitoring and enterprise business is not high. Most of the monitoring product systems focus on single functions such as key indicator monitoring and alarm prompts, and are biased towards the technical dimension. It is difficult to achieve comprehensiveness, pertinence, close to business, Multi-dimensional combined monitoring system and corresponding monitoring data processing method

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