Before proceeding to our discussion of big data hadoop ecosystem, it is important to know that Hadoop and data warehouses serve different purposes. Both of them have different business intelligence (BI) strategies and tools. The basic difference between the classic BI and the Big Data Business Intelligence tools is associated with the requirement aspect. In the case of classic BI, there is a