Novel heuristic speculative execution strategies in heterogeneous distributed environments

@article{Huang2016NovelHS,
  title={Novel heuristic speculative execution strategies in heterogeneous distributed environments},
  author={Xin Huang and Longxin Zhang and Renfa Li and Lanjun Wan and Keqin Li},
  journal={Computers & Electrical Engineering},
  year={2016},
  volume={50},
  pages={166-179}
}
MapReduce is a promising distributed computing platform for large-scale data processing applications. Hadoop MapReduce has been considered as one of the most extensively used open-source implementations of MapReduce frameworks for its flexible customization and convenient usage. Despite these advantages, a relatively slow running task called straggler task impedes job progress. In this study, two novel speculative strategies, namely, Estimate Remaining time Using Linear relationship model (ERUL… CONTINUE READING
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