1. Introduction Understanding the shift from traditional data warehousing to big data is essential for firms looking to stay competitive in today's data-driven environment. For business intelligence needs, structured data from several sources is stored and managed through data warehousing. Big data, on the other hand, describes extremely large and intricate datasets that are difficult for...