Here is a way to kill your process forcefully from Linux. Just use -9 as option with kill. And this will not be blocked while killing. According to Linux MAN page, -9 = "this signal may not be blocked"
For example you need to kill process 1234, so just type as below
kill -9 1234
This will kill the process with a charm. The pain is gone.