You don't see time out information in system tables...
You may see some information in msdb..sysjobhistory table.
select * from msdb..backupset
where database_name = <>
order by backup_start_date desc
select step_id, step_name, message from msdb..sysjobhistory
where job_id in (select job_id from msb..sysjobs where job = '<jobname>')
order by run_date desc
MohammedU
Microsoft SQL Server MVP