Do you access internet through proxy? If so, you have to set up environment variables (HTTP_proxy, HTTP_proxy_user, HTTP_proxy_pass) to make PPM go through the proxy (the later two are only required if your proxy requires user name and password). There is a section in PPM document about this.

Or it could be that your internet access timed out, for example you were downloading something big at that time.