Conditional Recurrent Neural Networks for Enhancing Throughput Prediction and Slow File Transfers Detection in Large Science Workflows

Boyu Fan, Alex Sim, Kesheng Wu, Jinoh Kim. Conditional Recurrent Neural Networks for Enhancing Throughput Prediction and Slow File Transfers Detection in Large Science Workflows. In 22nd IEEE Consumer Communications & Networking Conference, CCNC 2025, Las Vegas, NV, USA, January 10-13, 2025. pages 1-6, IEEE, 2025. [doi]

@inproceedings{FanSWK25,
  title = {Conditional Recurrent Neural Networks for Enhancing Throughput Prediction and Slow File Transfers Detection in Large Science Workflows},
  author = {Boyu Fan and Alex Sim and Kesheng Wu and Jinoh Kim},
  year = {2025},
  doi = {10.1109/CCNC54725.2025.10976138},
  url = {https://doi.org/10.1109/CCNC54725.2025.10976138},
  researchr = {https://researchr.org/publication/FanSWK25},
  cites = {0},
  citedby = {0},
  pages = {1-6},
  booktitle = {22nd IEEE Consumer Communications & Networking Conference, CCNC 2025, Las Vegas, NV, USA, January 10-13, 2025},
  publisher = {IEEE},
  isbn = {979-8-3315-0805-0},
}