If you mean fast as in "more quickly" then you could modify its structure to give it longer or more powerful legs; or possiblly modify its AI programming to move the legs more often while walking or running.
If you mean fast as in "go without food and water for period of time" then you can either temporarily disable the eating subroutine in the android's programming, or remove or physically disable the android's ingestion hardware.
