OLAP was first introduced when the computation power of the system wasn’t as robust and scalable as it is today. The biggest challenge of that time was to extract data from multiple tables, which needed various joins and group by’s to aggregate massive volumes of data. Since computing power was limited, the execution of these heavy queries took minutes and hours (sometimes days too) to bring back the results.