What is difference between distributed computing time sharing computer?

Distributed computing uses multiple computers to do a single task or solve a problem (such as Folding@Home, which uses thousands of computers to simulate protein folding for disease research).

Time shared computing means that one processor is doing several things at once. Time shared computing is a bit of an antiquated term; multi-tasking is the current term.