It is very necessary to use parallel computing in association rule data mining of massive data.According to current association rule algorithm,the design of parallel association rule algorithm under Hadoop was pointed out by using parallel algorithm and by combining Hadoop framework under cloud computing environment.The final experiment showed that this algorithm could deal with node failure and achieve node load balance.