Development of Algorithms for Mining Processes to Identify Abnormal Situations in the Operation of High-tech Equipment
Adelya M. Khasanova · 2022 Conference of Russian Young Researchers in Electrical and Electronic Engineering (ElConRus) · 2022
In the modern world, almost every large enterprises uses IT infrastructure to organize its activities. Companies are constantly face threats to the security of their infrastructure, so the task of detecting and eliminating various anomalous events (including security threats) in the activities of technological platforms is extremely urgent. Any incidents with such systems, including service interruptions and reduced quality of service, will lead to the failure of individual applications and, accordingly, to significant financial costs. In addition, malfunctions of digital equipment can lead to industrial accidents. An efficient approach to detect malfunctions and / or attacks on information resources of computer systems is the intelligent analysis of system event logs.The purpose of this work is to study and implement various technologies for intelligent analysis of processes (Process Mining) of high-tech digital equipment, using event logs, in order to detect abnormal or harmful events in the system serving this equipment.