Attempts at doing this are effectively already existing, the IEX [1] exchange being an example, albeit on a less ambitious scale than your idea:
> It's a simple technology: 38 miles of coiled cable that incoming orders and messages must traverse before arriving at the exchange’s matching engine. This physical distance results in a 350-microsecond delay, giving the exchange time to take in market data from other venues—which is not delayed—and update prices before executing trades