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sql server - How to kill/stop a long SQL query immediately?

I am using SQL server 2008 and its management studio. I executed a query that yields many rows. I tried to cancel it via the red cancel button, but it has not stopped for the past 10 minutes. It usually stops within 3 minutes.

What could the reason be and how do I stop it immediately ?

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sp_who2 'active'

Check values under CPUTime and DiskIO. Note the SPID of process having large value comparatively.

kill {SPID value}

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