You'd think... I worked at one that tried. I joined the team after the project had been running for quite some time and they said their goal was 10,000 transactions per second. I said, OK, what can we accomplish in 100 microseconds? They laughed at me and said they were going to horizontally scale.
The Silicon Valley world would do well to learn some things from finance. You’d never write a horizontally scaled order matching engine.