Slice as thinly as possible (length-wise for "mariquitas" or in round chips for "chicharritas") using a mandolin if you have one, with the blade at its thinnest opening.
Slide them into the hot oil in small batches to prevent clumping.
Fry until golden brown and crispy (about 1 or 2 minutes), turning with a metal skimmer.