This article presents a brief overview on cloud computing security in terms of security considerations, models, threats and precautions. The articles published in recent years were classified and they were then analyzed in terms of problems, solutions and challenges. It should be concluded that standards, measurements and metrics for evaluations of threats need to be initially discussed carefully and then applied to the real applications.