In this paper, we use the Hadoop system to build the cloud computing environment. By using data hiding technology to embed data into cover images, we prove that cloud computing would take less execution time than a single computer when processing a huge amount of data. Thus, cloud computing provides a convenient platform and also reduces the cost of the equipment required for processing huge amounts of data.