Meeting Soft Deadlines in Scientific Workflows Using Resubmission Impact

@article{Plankensteiner2012MeetingSD,
  title={Meeting Soft Deadlines in Scientific Workflows Using Resubmission Impact},
  author={Kassian Plankensteiner and Radu Prodan},
  journal={IEEE Transactions on Parallel and Distributed Systems},
  year={2012},
  volume={23},
  pages={890-901}
}
We propose a new heuristic called Resubmission Impact to support fault tolerant execution of scientific workflows in heterogeneous parallel and distributed computing environments. In contrast to related approaches, our method can be effectively used on new or unfamiliar environments, even in the absence of historical executions or failure trace models. On top of this method, we propose a dynamic enactment and rescheduling heuristic able to execute workflows with a high degree of fault tolerance… CONTINUE READING
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