Hi @Shaaz,
Check out the following posting on Community:
That should help you stop your scheduled workflow.
Had another thought...
It's possible that the workflow is simply validating and waiting for other workflows to complete first. Can you check to see if that could be happening?
Yes, an another workflow was running but how would I stop my workflow before it starts to run as Status says 'In a Queue' .