Patent ID: 11947444
Assignee: INTERNATIONAL BUSINESS MACHINES CORPORATION
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 6:
7. The method of claim 6, wherein matching the first performance and security information relating to the software system generated during the development of the software system with the second performance and security information relating to the software system generated during the deployed operation of the software system to determine the one or more performance and security alerts to escalate further comprises:
matching the root cause of the alert produced by monitoring the deployed operation of the software system with the recent alert in the history of one or more generated alerts generated during the static and dynamic testing of code of the software system based on at least one of one or more similar log-sequences and one or more log-groups and is performed using one or more machine learning techniques;
matching one or more unit-test error handling logs of alerts generated during the static and dynamic testing of code of the software system with one or more monitor alerts produced by monitoring the deployed operation of the software system by examining the one or more application logs using a recent time window, searching for one or more matches with known log-signatures of problems, and upon finding at least one match, escalating a severity of the alert produced by monitoring the deployed operation of the software system; and
associating information relating to the one or more monitor alerts produced by monitoring the deployed operation of the software system with source code causing the one or more generated alerts generated during the static and dynamic testing of code of the software system.