Before analyzing, you need to gather and load data sets. However, when it comes to loading Big Data, given the large volume, it takes lot of time to load the data set. Most of the times, it has been proven that the current market database applications are not capable of reaching the data set loading expectations. When the real-time data flows from sensors all over the database, analyzing that along with the historical data needs a database which can provide optimum performance. Because data is the key for analysis and if more data causes more database issues, the whole point of analysis comes to a stall.
Provision should be there to flow more data from different points, while enabling the ingestion and analysis of real-time data at high speed. Since the first step is to gather more data and store it in a segregated database to make it available at the need of the hour, companies should pay attention to this crucial step.