GYM: A Multiround Join Algorithm In MapReduce

@article{Afrati2014GYMAM,
  title={GYM: A Multiround Join Algorithm In MapReduce},
  author={Foto N. Afrati and Manas Joglekar and Christopher R{\'e} and Semih Salihoglu and Jeffrey D. Ullman},
  journal={CoRR},
  year={2014},
  volume={abs/1410.4156}
}
We study the problem of computing the join of n relations in multiple rounds of MapReduce. We introduce a distributed and generalized version of Yannakakis’s algorithm, called GYM. GYM takes as input any generalized hypertree decomposition (GHD) of a query of width w and depth d, and computes the query in O(d) rounds and O(n(IN + OUT)) communication and computation cost. Using GYM we achieve two main results: (1) Every widthw query can be computed in O(n) rounds of MapReduce with O(n(IN + OUT… CONTINUE READING
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