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Nowadays, the data-intensive applications and IoT applications have gained a very big development in the cloud environment. All these applications need to process massive data. How to process these massive data effectively is becoming very important in the cloud environment. In this paper, we designed an efficient massive data processing model in the cloud. This model can be used to process all kinds of structured data resources, semi-structured data resources and non-structured data resources together. We introduced some key components in this model and give some key algorithms in our model.