AIOps platform is a software system that combines big data and machine learning functions. IT mainly collects and analyzes the quantity, type and speed of data continuously generated by IT systems to support the main functions of IT operation and maintenance. The platform can use a variety of data sources, data acquisition methods, data analysis and demonstration technologies at the same time.
AIOps can be applied to a wide range of IT operation and maintenance processes and scenarios, including performance analysis, anomaly detection, event correlation analysis, IT service management and automation.
Core functions include:
Extract data from various data sources
Real-time analysis of the extracted data.
Historical analysis of stored data.
Provide data access interface
Store the collected data
Using machine learning technology
Start the operation according to the analysis results.
AIOps is increasingly dominant in enterprises, and some mature organizations have been using this technology to provide decision support for business leaders.