Other than trading on news, you really don't need that kind of speed for using ML powered algos. Generally these rely on a ton of data so GPUs still reign king.

Other than trading on news, you really don't need that kind of speed for using ML powered algos. Generally these rely on a ton of data so GPUs still reign king. But yes, hedge funds and prop shops have been doing this for over a decade.