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RL-PARETO: Performance-Aware Routing and Hybrid PPO-DQN Orchestration for Parallelized Service Function Chains

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]

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Akshit Kumar

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Venkatarami Reddy Chintapalli

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Bheemarjuna Reddy Tamma

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C. Siva Ram Murthy

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