As Performance analysis of Map-Reduce is needed specifically in MongoDB as Map-Reduce is widely used programming model for processing large amount of distributed data. Map-Reduce is a software framework for developing distributed application to process huge amount of data i.e. BigData distributed across cluster or Grid. The main aspects behind this paper is to present Design of `Benchmark of MapReduce Framework in MongoDB' i.e. "MongoMRBench" and "MongoGen" is a system that generates semantic large data that are supported by MongoDB which is Document based database.
机构:
Univ Hosp Modena, Mario Coppo Liver Res Ctr, Ctr Hereditary Liver Dis, Div Internal Med 2, I-41100 Modena, ItalyUniv Hosp Modena, Mario Coppo Liver Res Ctr, Ctr Hereditary Liver Dis, Div Internal Med 2, I-41100 Modena, Italy