yeah its called launching. you should be launching at about 2500 rpm or so, low enough to prevent excessive spin and wheelhop, but as high as possible without those happening. specific launch rpms vary vehicle to vehicle so you will have to practice and find what is ideal for you.
if you are launching like you are pulling away from a stop sign no wonder your times are slow!