One of the common challenges when dealing with big multidimensional data sets is how effectively store them. There are many problems to deal with, but maybe the most important is choosing the proper dimension order. Although typically, the selection of the optimal dimensional order does not impact the size of the output file (if you use some compression situation that may differ), it has a profound effect on the response time when accessing stored data.