/RLPRAF

Code for reproducing the results from the paper "RLPRAF: Reinforcement Learning-Based Proactive Resource Allocation Framework for Resource Provisioning in Cloud Environment"

Primary LanguagePython

RLPRAF: Reinforcement Learning-based Proactive Resource Allocation Framework

Python License IEEE

Implementation for reproducing the results from the paper "RLPRAF: Reinforcement Learning-Based Proactive Resource Allocation Framework for Resource Provisioning in Cloud Environment"

📚 Citation

If you use this code in your research, please cite:

@article{rlpraf2024,
    title={RLPRAF: Reinforcement Learning-Based Proactive Resource 
           Allocation Framework for Resource Provisioning in Cloud Environment},
    author={Panwar, Reena and Supriya, M.},
    journal={IEEE Access},
    volume={12},
    pages={95986--96005},
    year={2024},
    doi={10.1109/ACCESS.2024.3421956}
}

Note: This is a research implementation. For production use, please consider additional testing and optimization.