See "What's in a Name?" for the origin of the Solus name as the name applies to the Solus distro.
The Solus name itself seems to have come from Old Irish, meaning "bright, clear, light".
The logo depicts a Galway Hooker fishing boat, and Ikey Doherty said in an interview that the logo is intended to convey "new horizons, open sails".