"Socket timeout.." message


Last days I have been receiving lots of notifications about "Socket timeout.." for my sites. First I thought it would be my (webhosting) providers issue.
But I am have sites hosted at different providers.

What could be the reason for this providers?
or better?
How to stop / resolve it?