We sometimes get CPU spikes and sometimes it goes on for hours, and sometimes we can go for a week without it ever happening. We are almost certain it is not some heavy php page that hangs that is capable of this. I'm attaching a screenshot of ps aux | grep php-fpm as it was suggested here on these forums.
I think we are on php5.
Thank you very much for your help!