Data mining over large datasets using hadoop in cloud environment

Looping is avoided in retrieving a particular data from huge datasets and it consumes less amount of time for executing the data. HDFS file system is used to store the data after performing the map reduce operations and the execution time is decreased when the number of nodes gets increased. The performance analysis is tuned with the parameters such as the HBase Heap Memory and Caching Parameter.