We are having very similar issues with Windows Server 2012 R2 guests, using VMXNET3 Nics, but only after upgrading them to VM Hardware Version 11. We have currently switched all our affected vms to the E1000e NIC type, and the issue seems to be temporarily resolved.
We have noticed the issue mainly on our heavier used SQL and IIS machines.