In the development of computer management technology, users pay more attention to the speed of information mining.The traditional data mining technology has been unable to meet the actual needs, the massive cloud data mining technology for mobile Internet terminal becomes a hot research topic. This paper studies on the massive cloud data mining service architecture for mobile terminal, puts forward the modeling process and the structure of cloud data mining, effectively improving the practicability and speed of massive cloud data mining for mobile terminal.