You need high bandwidth links (time to get the entire packet across starts to matter), run on bare metal (or have very well working HW virtualisation support), and tune NIC parameters and OS processing appropriately. But it's practically achievable.

Switches in these scenarios (e.g. 25GE DC targeted) are pretty predictable and add <1μs (unless misconfigured)