The internet of things data mining usually need to process massive amounts of data. Recently,how to find useful information has become the hotspot of data mining in massive data. In the present work,we improve the Apriori algorithm to scan the transaction database only,and to find all frequent itemsets. Furthermore,using cloud computing and distributed parallel computing nature,the Apriori algorithm is Mapped /Reduced,and is applied to the cloud computing and internet of things based on data mining. Through...