They go on sale usually in early May. The actual dates are usually announced a few weeks earlier. Not sure of what nights exactly. All I know for sure is Sunday nights b/c that's when we always go.
Yes, there is a parade. It' a special Halloween parade and rund twice oer night. The hours are technically from 7pm to midnight but they will let you in as early as 4pm with the MNSSH ticket.