Arbitrage is mainly for securities and the markets.
What you're referring to is scalping and it is extremely difficult to do and you need a huge bankroll and an excellent system to do it.
A lot the guys entered into the UHC
http://www.ultimatehandicappingchallenge.com/ are professionals and make a living from Sports Gambling. Either handicapping themselves or selling their plays to amateurs.