Nondeterminism in MapReduce considered harmful? an empirical study on non-commutative aggregators in MapReduce programs

Tian Xiao, Jiaxing Zhang, Hucheng Zhou, Zhenyu Guo, Sean McDirmid, Wei Lin, Wenguang Chen, Lidong Zhou. Nondeterminism in MapReduce considered harmful? an empirical study on non-commutative aggregators in MapReduce programs. In Pankaj Jalote, Lionel C. Briand, André van der Hoek, editors, 36th International Conference on Software Engineering, ICSE '14, Companion Proceedings, Hyderabad, India, May 31 - June 07, 2014. pages 44-53, ACM, 2014. [doi]

@inproceedings{XiaoZZGMLCZ14,
  title = {Nondeterminism in MapReduce considered harmful? an empirical study on non-commutative aggregators in MapReduce programs},
  author = {Tian Xiao and Jiaxing Zhang and Hucheng Zhou and Zhenyu Guo and Sean McDirmid and Wei Lin and Wenguang Chen and Lidong Zhou},
  year = {2014},
  doi = {10.1145/2591062.2591177},
  url = {http://doi.acm.org/10.1145/2591062.2591177},
  researchr = {https://researchr.org/publication/XiaoZZGMLCZ14},
  cites = {0},
  citedby = {0},
  pages = {44-53},
  booktitle = {36th International Conference on Software Engineering, ICSE '14, Companion Proceedings, Hyderabad, India, May 31 - June 07, 2014},
  editor = {Pankaj Jalote and Lionel C. Briand and André van der Hoek},
  publisher = {ACM},
  isbn = {978-1-4503-2768-8},
}