This is usually caused by the process writing to a log file that has been deleted. This is a very common bug with programs that rotate their own logs and a major reason why 12 factor apps recommend that log rotation be down by an external program.
Have a look in /proc/yourprocess/fd with ls -al. If there is an open file pointing to a log file with the suffix (deleted), that's the problem.
Dave