Workflow scheduling using Neural Networks and Reinforcement Learning

Author:

Melnik Mikhail,Nasonov Denis

Publisher

Elsevier BV

Subject

General Engineering

Reference17 articles.

1. Learning based workflow scheduling in hadoop;Basu;Int. J. Appl. Eng. Res,2017

2. Multiple dags workflow scheduling algorithm based on reinforcement learning in cloud computing, in: International Symposium on Computational Intelligence and Intelligent Systems;Cui,2015

3. Monitoring of cloud computing environments: concepts, solutions, trends, and future directions, in: Proceedings of the 31st Annual ACM Symposium on Applied Computing;Da Cunha Rodrigues,2016

4. Deelman, E., Vahi, K., Juve, G., Rynge, M., Callaghan, S., Maechling, P.J., Mayani, R., Chen, W., Ferreira da Silva, R., Livny, M., Wenger, K., 2015. Pegasus: a workflow management system for science automation. Future Generation Computer Systems 46, 17–35. URL: http://pegasus.isi.edu/publications/2014/2014-fgcs-deelman.pdf, doi:10.1016/j.future.2014.10.008. funding Acknowledgements: NSF ACI SDCI 0722019, NSF ACI SI2-SSI 1148515 and NSF OCI-1053575.

5. Hsga: a hybrid heuristic algorithm for workflow scheduling in cloud systems;Delavar;Cluster computing,2014

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