Is this not the classic use case for a log file analysis via ITDA. ITDA is a component of the TSOM.
Unfortunately we have not yet used it ourselves.
You can use Patrol for Log Management Solution 2.7, refer below link -
Secondly, these days preferred approach is to use BMC TrueSight IT Data Analytics solution with various Content Packs which can help you doing Dynamic Analysis in structured way on log files.
as Anuparn Padalia said, you would need a patrol agent to monitor machines and then use the LOG knowledge module to monitor logfiles and generate events/alerts.
ITDA is a separate product that will parse your logfiles across your infrastructure to support your root casue analysis but its not a log monitoring tool in terms of monitoring
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In addition to ITDA and PATROL LOG KM mentioned by Stefan, Anuparn, and Roland, the 3rd method to parse log files and generate events is to use TSIM Cell Log Adapter - part of BEM event adapter mcxa.
Hope it helps,