Abstract: Disclosed subject matter relates to field of debugging in software-based systems. In the present disclosure an event log filtering system, initially identifies input configuration and previous set of optimal event logs of previous version of software-based system. Further, the event log filtering system identifies a new set of event logs generated for a current version of the software-based system. Upon identification, additional set of event logs are determined based on comparison of new set of event logs and the previous set of optimal. Thereafter, an updated set of filters for the current version of the software-based system based on the additional set of event logs and the previous set of filters is determined. Finally, an optimal set of event logs for the new version of the software-based system is determined based on the updated set of filters for evaluating behaviour of the current version of the software-based system.

Abstract: A device may receive information associated with a software program executing on a device, and may generate event records based on the information associated with the software program. The device may identify pattern information associated with the event records, and may perform data analytics on the event records and the pattern information to identify one or more defects associated with the software program and to determine an expected behavior of the software program. The device may generate one or more reports based on the one or more defects associated with the software program and the expected behavior of the software program, and may provide the one or more reports.

Abstract: A device may receive information associated with a software program executing on a device, and may generate event records based on the information associated with the software program. The device may identify pattern information associated with the event records, and may perform data analytics on the event records and the pattern information to identify one or more defects associated with the software program and to determine an expected behavior of the software program. The device may generate one or more reports based on the one or more defects associated with the software program and the expected behavior of the software program, and may provide the one or more reports.