Spark, Distributed Systems, Machine Learning, Hadoop, Scalability.
In 2006, Hadoop implemented MapReduce and designed a distributed file system called HDFS, wherein a single big file is split and stored in the disks of multiple computers. The idea was to split huge databases across hard-disks in multiple motherboards, each with individual CPU, RAM, hard disk etc,