MapReduce Online

@inproceedings{Condie2010MapReduceO,
  title={MapReduce Online},
  author={Tyson Condie and Neil Conway and Peter Alvaro and Joseph M. Hellerstein and Khaled Elmeleegy and Russell Sears},
  booktitle={NSDI},
  year={2010}
}
MapReduce is a popular framework for data-intensive distributed computing of batch jobs. To simplify fault tolerance, the output of each MapReduce task and job is materialized to disk before it is consumed. In this paper, we propose a modified MapReduce architecture that allows data to be pipelined between operators. This extends the MapReduce programming model beyond batch processing, and can reduce completion times and improve system utilization for batch jobs as well. We present a modified… CONTINUE READING
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