A Comparative Study on Improvement of MapReduce Performance with Skewed Data

Author:

Kanteewong Nakprad,Boonma Pruet

Publisher

Springer Nature Switzerland

Reference6 articles.

1. Irandoost, M.A., Rahmani, A.M., Setayeshi, S.: MapReduce data skewness handling: a systematic literature review. Int. J. Parallel Prog. 47, 907–950 (2019). https://doi.org/10.1007/s10766-019-00627-0

2. Kwon, Y.C., Ren, K., Balazinska, M., Howe, B., Rolia, J.: Managing skew in Hadoop. IEEE Data Eng. Bull. 36 (2013)

3. Xie, J., et al.: Improving MapReduce performance through data placement in heterogeneous Hadoop clusters. In: Proceedings of the 2010 IEEE International Symposium on Parallel & Distributed Processing, Workshops and Ph.D. Forum. IEEE Computer Society (2010)

4. Gua, Z., Pierce, M., Fox, G., Zhou, M.: Automatic task reorganization in MapReduce. In: Proceedings of the 2011 IEEE International Conference on Cluster Computing. IEEE Computer Society (2011)

5. Vernica, R., Balman, A., Beyer, K.S., Ercegovac, V.: Adaptive MapReduce using situation-aware mappers. In: Proceedings of the 15th International Conference on Extending Database Technology. ACM (2012)

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