An Integrated Conceptual Model for Temporal Data Warehouse Security

نویسندگان

  • Marwa Salah Farhan
  • Mohamed E. Marie
  • Laila Mohamed El Fangary
  • Yehia K. Helmy
چکیده

In the past few years, several conceptual approaches have been proposed for the specification of the main multidimensional (MD) properties of the data warehouse (DW) repository. However, most of them deal with isolated aspects of the DW and do not provide designers with an integrated and standard method for designing the whole DW life cycle (ETL processes, data sources, DW repository and so on).Some approaches are depending on specific platform or neglecting important issues in DW design life cycle. Extraction-transformation-loading (ETL) processes play an important role in data warehouse architecture because they are responsible of integrating data from heterogeneous data sources into the DW repository. It is vitally important to consider security requirements from the earliest stages of the development process. This paper proposes a conceptual model to refresh data warehouse by (insert, update, delete) data using ETL processes and considering DW security requirements. Firstly, the proposed ETL model is based on Unified Modeling Language (UML), which allows us to accomplish the conceptual modeling of ETL processes .secondly; this part focuses on how to integrate the proposed ETL model with the DW model. The proposed DW model depends on the Model Driven Architecture (MDA). MDA is a standard framework for software development that addresses the complete life cycle of designing, deploying, integrating, and managing applications by using models in software development. This paper proposes an integrated conceptual model for addressing temporal data warehouse security requirements (CMTDWS). One key advantage of our model is that we accomplish the conceptual modeling of secure temporal DWs independently of the target platform where the DW has to be implemented, allowing the implementation of the corresponding TDWs on any secure commercial database management system.

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عنوان ژورنال:
  • Computer and Information Science

دوره 4  شماره 

صفحات  -

تاریخ انتشار 2011