I. Introduction
However, big data analysis shows the characteristics of larger data volume and more complex query analysis. In traditional data warehouse applications, ETL process is complex and time-consuming, which cannot meet the needs of ad hoc analysis, and the flexibility of theme-oriented data warehouse is poor. Therefore, it is necessary to change the thinking from calculation centered to data-processing centered.