Just like high frequency trading in the gold market doesn't require physically handing bars of gold for physical dollar bills at high speed, neither does high frequency trading bitcoin require any high speed blockchain transactions.
Great analogy.
The exchanges in question are not implemented on top of any blockchain, so no
All this is offchain and completely internal to the exchanges.