With the development of Internet technology, the combination of industrial intelligence and data mining technology has played a huge role in the development of various industries, and has also become an inevitable demand for the development of information society. The cloud service can solve the problem of data processing conveniently and quickly, so it becomes particularly important for the development of cloud service. Traditional cloud service applications cannot meet users' urgent needs for services in terms of rapid release and efficient allocation of resources. Container technology has emerged to meet this challenge. Containers as a better resource virtualization technology will naturally be widely recognized and favored by the industry. Container cloud platform has the advantages of small redundant environment, high resource utilization, fast deployment, flexible and scalable. The proposed method use task scheduling of container cloud platform is to allocate available resources to users according to their different service demands. The result of this paper can ensure the effective execution of user container tasks.