Does the timeframe somehow correlate with the DHCP lease time in your network? Maybe dhcpcd crashes when trying to renew the lease? Do you have access to DHCP server logs? Or maybe run a (tcpdump/wireshark) port bootps in the background and then check the time of the connection loss.
