If the first game of a series has already been played , you can look at previous days boxscore and then rotate the umpires clockwise.
On days like today where its first game of a new series it's hard to find that info util about 30 mins. before gametime unless you have a premium odds service (sportsoptions) ... the mlb site has them up about 30 mins before the game (i think).