How Do You Maintain High Execution Speed When Sending API Orders to Subaccounts?

Trading on subaccounts via API keys is effective for risk isolation, but routing signals through intermediate servers can add latency. What infrastructure setups—such as dedicated VPS servers placed near exchange data centers—do you use to keep execution latency under 50 milliseconds?