Abstract: MapReduce is a programming model proposed by Google to simplify large-scale data processing. In contrast, the message passing interface (MPI) standard is extensively used for algorithmic ...
Abstract: Load balancing of skewed data in MapReduce systems like Hadoop is a well-studied problem. Many heuristics already exist to improve the load balance of the reducers thereby reducing the ...