MapReduce Programming and Cost-based Optimization? Crossing this Chasm with Starfish

@article{Herodotou2011MapReducePA,
  title={MapReduce Programming and Cost-based Optimization? Crossing this Chasm with Starfish},
  author={Herodotos Herodotou and Fei Dong and Shivnath Babu},
  journal={PVLDB},
  year={2011},
  volume={4},
  pages={1446-1449}
}
MapReduce has emerged as a viable competitor to database systems in big data analytics. MapReduce programs are being written for a wide variety of application domains including business data processing, text analysis, natural language processing, Web graph and social network analysis, and computational science. However, MapReduce systems lack a feature that has been key to the historical success of database systems, namely, cost-based optimization. A major challenge here is that, to the… CONTINUE READING
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