Ensemble Toolkit

The Ensemble Toolkit is a Python library for developing and executing large-scale ensemble-based workflows. It is being developed by the RADICAL Research Group at Rutgers University. Ensemble Toolkit is released under the MIT License.

More details about the science enabled by EnTK can be found in the following publications:

  • Balasubramanian, Vivek, Matteo Turilli, Weiming Hu, Matthieu Lefebvre, Wenjie Lei, Guido Cervone, Jeroen Tromp, and Shantenu Jha. “Harnessing the Power of Many: Extensible Toolkit for Scalable Ensemble Applications.” 32nd IEEE International Parallel and Distributed Processing Symposium, 2018 (https://arxiv.org/abs/1710.08491)
  • Balasubramanian, Vivekanandan, Antons Treikalis, Ole Weidner, and Shantenu Jha. “Ensemble toolkit: Scalable and flexible execution of ensembles of tasks.” In Parallel Processing (ICPP), 2016 45th International Conference on, pp. 458-463. IEEE, 2016. (https://arxiv.org/abs/1602.00678v2)

Note

Please use the following to reference Ensemble Toolkit

Balasubramanian, Vivekanandan, Antons Treikalis, Ole Weidner, and Shantenu Jha. “Ensemble toolkit: Scalable and flexible execution of ensembles of tasks.” In Parallel Processing (ICPP), 2016 45th International Conference on, pp. 458-463. IEEE, 2016.

Project Github Page: https://github.com/radical-cybertools/radical.entk

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