Well the general Sci-Fi solution is some form of galactic expansion, sometimes preceded by a massive die off before people get the point that their planet has exceeded maximum capacity.
I also question whether a mass die off event on this planet won't lock us out from ever rebuilding a spacefaring civilization. We've already used up all the readily accessible fossil fuel that was necessary for us to get this far.