The objective of our paper is to propose a Cloud computing framework which is feasible and necessary for handling huge data. In our prototype system we considered national ID database structure of Bangladesh which is prepared by election commission of Bangladesh. Using this database we propose an interactive graphical user interface for Bangladeshi People Search (BDPS) that use a hybrid structure of cloud computing handled by apache Hadoop where database is implemented by HiveQL. The

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... ure divides into two parts: locally hosted cloud which is based on Eucalyptus and the remote cloud which is implemented on well-known Amazon Web Service (AWS). Some common problems of Bangladesh aspect which includes data traffic congestion, server time out and server down issue is also discussed.