With the database technology, artificial intelligence and mathematical statistics the development of technology, database data mining technology arises at the historic moment. This paper presented related formal definitions of association rules and the basic algorithm for association rules mining in data streams. Based on systematic investigation of association rules mining researches on streams data, analyzed issues and how they were resolved in current literatures. Also ...