Yeah, Big data and Data analytics generally go hand in hand when you are working on some good real world projects where the data is huge and you are supposed to do some sctientific finding on the data or if you are doing some data analysis on data which is streaming or has high ingestion as well. So in these cases going with hdfs for your distributed analytcal work is one of the good solution you could go for. Hope the article was useful!