Assume that you have been appointed a software developer within an information system organization. Suppose that you are asked to build an application for the purpose of performing multidimensional data analysis. The application will use a database at the backend that consist of large amount of data which is mainly loaded in batches. Your main focus is to enhance the performance of an application program in order to quickly perform desired analysis. Being a student of the “Advanced Database Management System course”, you are asked to design the database for the above application. In the context of database design, your major concern will be the “efficiency” in terms of searching. Now, would you normalize the database or keep your database in de-normalized form. In either case, justify your answer with proper reasons.