Akshit Kumar, Venkatarami Reddy Chintapalli, Bheemarjuna Reddy Tamma, C. Siva Ram Murthy. RL-PARETO: Performance-Aware Routing and Hybrid PPO-DQN Orchestration for Parallelized Service Function Chains. In Walter Cerroni, Mauro Tortonesi, Davide Borsatti, Alberto Egon Schaeffer Filho, Daphné Tuncer, Jérôme François, Martin Husák, editors, 21st International Conference on Network and Service Management, CNSM 2025, Bologna, Italy, October 27-31, 2025. pages 1-7, IEEE, 2025. [doi]
@inproceedings{KumarCTM25,
title = {RL-PARETO: Performance-Aware Routing and Hybrid PPO-DQN Orchestration for Parallelized Service Function Chains},
author = {Akshit Kumar and Venkatarami Reddy Chintapalli and Bheemarjuna Reddy Tamma and C. Siva Ram Murthy},
year = {2025},
doi = {10.23919/CNSM67658.2025.11297556},
url = {https://doi.org/10.23919/CNSM67658.2025.11297556},
researchr = {https://researchr.org/publication/KumarCTM25},
cites = {0},
citedby = {0},
pages = {1-7},
booktitle = {21st International Conference on Network and Service Management, CNSM 2025, Bologna, Italy, October 27-31, 2025},
editor = {Walter Cerroni and Mauro Tortonesi and Davide Borsatti and Alberto Egon Schaeffer Filho and Daphné Tuncer and Jérôme François and Martin Husák},
publisher = {IEEE},
isbn = {978-3-903176-75-1},
}