People quitting online matches on Street Fighter IV should be punished.

[Senlis]

Two systems that worked well in my experience:
Starcraft
In your profile you had win, losses and draws (or something like that). If you saw someone with a lot of draws in his/her profile, you knew he was a quitter.

Warcraft
A disconnect counts as a loss.