Cutting vibration is a universal phenomenon accompanying cutting process, which has a complex uncertainty and unpredictability, prediction of cutting chatter will help to improve the quality of machining surface.The mechanism of cutting chatter and the main influence factors were introduced, and the research results of the stability limit of the cutting chatter, discriminant method, the prediction were summarized, as well as analyzed the technical problems and future development direction.