HDFS block is physical chunk of data in a disk. For e.g. if you have block of 64 MB and a file of size 50 MB, then block 1 will be taken by record 1 but record 2 will not fit completely and ends in block 2. InputSplit is a Java class that points to start and end location in the block.
