At my non SDN ISP we do not over provision any of the core connections in the network. We plan and implement link upgrades proactively to make sure congestion is never an issue in network. I have closely followed googles SDN papers and they have much lower costs in comparison. We actually use packet loss as an indicator that there is a hardware issue.