Yes! One way to fix high CPU usage in Linux is to temporarily suspend its execution. Unlike doing a renice, suspending will immediately release the resources the offending program is currently using.
To do this, run kill -STOP followed by the PID of your program. Once you have the resources to run your program, resume by running kill -CONT.