How to invoke the Linux Terminal in LINUX when a process becomes unresponsive?

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http://i486.net – If a process does not respond in WINDOWS when we press “ctrl + alt + del” to invoke the Task Manager and then complete the process. Is there a way similar to invoke the Linux terminal so that we can terminate a process by “kill” command when he is not responding? Any help would be gladly accepted. (General)