Computer-implemented method and corresponding system for optimizing resource consumption of one or more operations of transaction and/or idle time within a cloud computing system

Abstract

A method, including: analyzing transaction logs of the cloud computing system within a predefined period of time to derive various transaction types with pre-defined behavioral and time attributes of the logged operations of transaction; forming at least one transaction class by clustering the derived transaction types with similar values of the behavioral and/or time attributes into the same transaction class; correlating predefined resource consumption data and/or idle time data with at least one transaction class; verifying that user related technical quality of one or more such operations of transaction is in a predetermined acceptable tolerance range; providing configuration data containing the at least one transaction class with the correlated resource consumption data and/or idle time data for the cloud computing system, if the verified user related technical quality is in the predetermined acceptable tolerance range, otherwise predefined resource consumption data and/or idle time data need to be redefined.