Abstract: Tree Based Association Rule Mining (TBAR) algorithm decreases the number of data base scans during frequent item set mining to improve association rule mining process. In this paper, we present parallel version of TBAR algorithm. Parallel version of TBAR algorithm decreases the time required for association rule mining process by making candidate item set generation, frequent item set generation and association rule generation process parallel.