Accelerating Training for Distributed Deep Neural Networks in MapReduce

Author:

Xu Jie,Wang Jingyu,Qi Qi,Sun Haifeng,Liao Jianxin

Publisher

Springer International Publishing

Reference23 articles.

1. Abadi, M., Agarwal, A., Barham, P., et al.: TensorFlow: large-scale machine learning on heterogeneous distributed systems. CoRR abs/1603.04467, p. 1 (2016)

2. Ahuja, R.K., Magnanti, T.L., Orlin, J.B.: Network Flows - Theory, Algorithms and Applications, vol. 45. Prentice Hall, Upper Saddle River (1993)

3. Lecture Notes in Computer Science;J Bai,2014

4. Chauhan, J., Makaroff, D.J., Grassmann, W.K.: Simulation and performance evaluation of the hadoop capacity scheduler. In: Proceedings of 24th Annual International Conference on Computer Science and Software Engineering, CASCON 2014, Markham, Ontario, Canada, 3–5 November 2014. pp. 163–177 (2014)

5. Chen, C., Lin, J., Kuo, S.: Deadline-constrained MapReduce scheduling based on graph modelling. In: 2014 IEEE 7th International Conference on Cloud Computing, Anchorage, AK, USA, 27 June–2 July 2014, pp. 416–423 (2014). https://doi.org/10.1109/cloud.2014.63

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