Cloud Data Management based on Hadoop Framework
Cloud computing is joined with a new model for supplying of computing infrastructure. Big Data management has been specified as one of the momentous technologies for the next years. This paper shows a comprehensive survey of different approaches of data management applications using MapReduce. The open source framework implementing the MapReduce algorithm is Hadoop. We simulate the different design examples of the MapReduce which stored on the cloud. This paper proposes the application of MapReduce which runs on a huge cluster of machines, in Hadoop framework. The proposed implantation methodology is highly scalable and easy to use for non professional users. The main objective is to improve the performance of the MapReduce data management system in the basis of the Hadoop framework. Simulation result shows the effectiveness of the proposed implementation methodology for the MapReduce.