The Apache Hadoop is one of the well-known MapReduce implementations and has been used/ex- tended by scientists as the base of their own research work. Hadoop’s MapReduce architecture is based on a master/slave communication model with one JobTracker as the master and multiple TaskTrackers acting in the role of slaves.