QoS-aware Network Self-management Architecture based on DRL and SDN for remote areas

Author:

Altamirano Juan Chafla1,Slimane Mohamd Amine1,Hassan Hassan1,Drira Khalil1

Affiliation:

1. Université de Toulouse,LAAS-CNRS, CNRS, UPS,Toulouse,France

Publisher

IEEE

Reference15 articles.

1. Packet Routing Against Network Congestion: A Deep Multi-agent Reinforcement Learning Approach

2. Applications of Deep Reinforcement Learning;luong;Communications and Networking A Survey,2019

3. Deep reinforcement learning with double q-learning;van hasselt;CoRR abs/1509 06461,2015

4. ns-3 meets OpenAI Gym

5. Ofswitchl3: Enhancing ns-3 with openflow 1.3 support;chaves;Proceedings of the Workshop on ns-3 WNS3 '16,2016

Cited by 3 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Routing optimization based on DRL and Generative Adversarial Networks for SDN environments;NOMS 2024-2024 IEEE Network Operations and Management Symposium;2024-05-06

2. On 6G-Enabled SDN-Based Mobile Network User Plane with DRL-Based Traffic Engineering;IFIP Advances in Information and Communication Technology;2024

3. Distributed Teacher-Student Framework for QoS Routing in SDN;2023 IEEE Globecom Workshops (GC Wkshps);2023-12-04

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