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.
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[1]
[Anonymous], MAPREDUCE SIMPLIFIED
[2]
Huang Shengsheng, HIBENCH REPRESENTATI
[3]
Kiyoung kim, MRBENCH BENCHMARK MA
[4]
O'Malley Owen., TeraByte Sort on Apache Hadoop