Distributed and Autonomous Flow Routing Based on Deep Reinforcement Learning

Συγγραφείς: Barzegar, Sima, Ruiz Ramírez, Marc, Velasco Esteban, Luis Domingo

Πηγή: UPCommons. Portal del coneixement obert de la UPC
Universitat Politècnica de Catalunya (UPC)
2022 27th OptoElectronics and Communications Conference (OECC) and 2022 International Conference on Photonics in Switching and Computing (PSC)

Θεματικοί όροι: Deep reinforcement learning, Distributed Control Deep learning, Deep Reinforcement Learning, 0211 other engineering and technologies, Deep learning, 02 engineering and technology, Distributed-control, Autonomous systems, Reinforcement learnings, Distributed parameter control systems, Reward function, Reinforcement learning, 0202 electrical engineering, electronic engineering, information engineering, Flow routing, Autonomous system, Optimal flows, Service Quality, Àrees temàtiques de la UPC::Enginyeria de la telecomunicació, Aprenentatge profund

Περιγραφή αρχείου: application/pdf

Σύνδεσμος πρόσβασης: https://hdl.handle.net/2117/387281
https://doi.org/10.23919/oecc/psc53152.2022.9850200

Distributed and autonomous flow routing based on deep reinforcement learning

Συγγραφείς: Universitat Politècnica de Catalunya. Departament de Teoria del Senyal i Comunicacions, Universitat Politècnica de Catalunya. Departament d'Arquitectura de Computadors, Universitat Politècnica de Catalunya. GCO - Grup de Comunicacions Òptiques, Barzegar, Sima, Ruiz Ramírez, Marc, Velasco Esteban, Luis Domingo

Όροι ευρετηρίου: Àrees temàtiques de la UPC::Enginyeria de la telecomunicació, Deep learning, Autonomous systems, Deep Reinforcement Learning, Distributed Control Deep learning, Distributed parameter control systems, Autonomous system, Deep reinforcement learning, Distributed-control, Flow routing, Optimal flows, Reinforcement learnings, Reward function, Service Quality, Reinforcement learning, Aprenentatge profund, Conference report

Σύνδεσμος: https://hdl.handle.net/2117/387281
https://ieeexplore.ieee.org/document/9850200
https://ieeexplore.ieee.org/document/9850200
info:eu-repo/grantAgreement/EC/H2020/101016663/EU/Beyond 5G – OPtical nEtwork coNtinuum/B5G-OPEN
info:eu-repo/grantAgreement/AEI/Plan Estatal de Investigación Científica y Técnica y de Innovación 2017-2020/PID2020-114135RB-I00/ES/AI-POWERED INTENT-BASED PACKET AND OPTICAL TRANSPORT NETWORKS AND EDGE AND CLOUD COMPUTING FOR BEYOND 5G