Understanding Ukkonen's algorithm for suffix trees [duplicate]

Answer 1

Find a copy of Gusfield's string algorithms textbook. It's got the best exposition of the suffix tree construction I've seen. The linearity is a surprising consequence of a number of optimizations of the high-level algorithm.