Free Hands On Data and Hadoop 3 tutorial, HDFS is made for handling large files by dividing them into blocks, replicating them, and storing them in the different cluster nodes. Thus, its ability to be highly fault-tolerant and reliable. HDFS is designed to store large datasets in the range of gigabytes or terabytes, or even petabytes .