Task runtime prediction in scientific workflows using an online incremental learning approach

MH Hilman, MA Rodriguez… - 2018 IEEE/ACM 11th …, 2018 - ieeexplore.ieee.org
Many algorithms in workflow scheduling and resource provisioning rely on the performance
estimation of tasks to produce a scheduling plan. A profiler that is capable of modeling the …
被引用次数：56 相关文章

Task Runtime Prediction in Scientific Workflows Using an Online Incremental Learning Approach

MH Hilman, MA Rodriguez, R Buyya - arXiv preprint arXiv:1810.04329, 2018 - arxiv.org
Many algorithms in workflow scheduling and resource provisioning rely on the performance
estimation of tasks to produce a scheduling plan. A profiler that is capable of modeling the …
[PDF] researchgate.net

[PDF][PDF] Task Runtime Prediction in Scientific Workflows Using an Online Incremental Learning Approach

MH Hilman, MA Rodriguez, R Buyya - researchgate.net
Many algorithms in workflow scheduling and resource provisioning rely on the performance
estimation of tasks to produce a scheduling plan. A profiler that is capable of modeling the …

Task runtime prediction in scientific workflows using an online incremental learning approach

MH Hilman, MA Rodriguez, R Buyya - 11th IEEE/ACM International …, 2019 - scholar.ui.ac.id
Many algorithms in workflow scheduling and resource provisioning rely on the performance
estimation of tasks to produce a scheduling plan. A profiler that is capable of modeling the …

Task Runtime Prediction in Scientific Workflows Using an Online Incremental Learning Approach

MH Hilman, MA Rodriguez, R Buyya - arXiv e-prints, 2018 - ui.adsabs.harvard.edu
Many algorithms in workflow scheduling and resource provisioning rely on the performance
estimation of tasks to produce a scheduling plan. A profiler that is capable of modeling the …

Task Runtime Prediction in Scientific Workflows Using an Online Incremental Learning Approach

MH Hilman, MA Rodriguez, R Buyya - 2018 IEEE/ACM 11th …, 2018 - computer.org
Many algorithms in workflow scheduling and resource provisioning rely on the performance
estimation of tasks to produce a scheduling plan. A profiler that is capable of modeling the …