Indeed, the problem appeared that MySQL service was not starting up properly on boot and manually starting the service was either hanging or just not getting the job done.
So, I looked at chkconfig and mysql was not enabled to start.
I opened:
sudo gedit /etc/rc.local
and added the line:
start mysql
right before the exit command.
Lo and behold, upon reboot and no other commands entered, I was able to connect to MySQL without any sock error.
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