In this paper, the authors give a survey on data mining techniques in cloud computing. More specially speaking, they talk about one important and basic data mining technique called association rule mining, which is to detect all subset of items which frequently occur and the relationship between them. This paper provides the related research results and also explored the future directions about data mining in cloud computing environment, and it is a good reference for researcher on this topic.