I wrote a chat server back in the 2000s which would gradually use more and more memory over a period of months. After extensive debugging, I couldn't find any memory leak and concluded the problem was likely inside glibc or caused by memory fragmentation. Solution was to have a cron job that ran every 3 months and rebooted the machine.