The SQL Agent - Long Running Jobs (Time) alarm is raised when a SQL Agent job has been running for a long time.
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The default threshold for this alarm is 600 seconds.

When this alarm is raised, open the SQL Server | Support Services drilldown | SQL Agent Jobs page to investigate the long running SQL Agent Job.