Using Machine Learning Ensemble Methods to Predict Execution Time of e-Science Workflows in Heterogeneous Distributed Systems

Farrukh Nadeem, Daniyal M. Alghazzawi, Abdulfattah Mashat, Khalid Faqeeh, Abdullah Al-Malaise Al-Ghamdi. Using Machine Learning Ensemble Methods to Predict Execution Time of e-Science Workflows in Heterogeneous Distributed Systems. IEEE Access, 7:25138-25149, 2019. [doi]

@article{NadeemAMFA19,
  title = {Using Machine Learning Ensemble Methods to Predict Execution Time of e-Science Workflows in Heterogeneous Distributed Systems},
  author = {Farrukh Nadeem and Daniyal M. Alghazzawi and Abdulfattah Mashat and Khalid Faqeeh and Abdullah Al-Malaise Al-Ghamdi},
  year = {2019},
  doi = {10.1109/ACCESS.2019.2899985},
  url = {https://doi.org/10.1109/ACCESS.2019.2899985},
  researchr = {https://researchr.org/publication/NadeemAMFA19},
  cites = {0},
  citedby = {0},
  journal = {IEEE Access},
  volume = {7},
  pages = {25138-25149},
}