We've been seeing this behavior since a recent reinstall of 4.5.10 where, after a day or two, the Machine Agent stops reporting metrics even thought availability looks ok. Investigation found errors in the logs complaining about having too many open...
It looks like this behavior is related to a newly added Network Monitor extension in our deployment, though I don't have insight yet into why it is happening.