Deep Q-Network and Traffic Prediction based Routing Optimization in Software Defined Networks
El Hocine Bouzidi, Abdelkader Outtagarts, Rami Langar, Raouf Boutaba
Topics & Concepts
Computer scienceEmulationQuality of serviceSoftware-defined networkingReinforcement learningNetwork traffic controlComputer networkHeuristicPacket lossFlexibility (engineering)Network performanceDistributed computingRouting (electronic design automation)Traffic engineeringNetwork congestionNetwork packetArtificial intelligenceStatisticsEconomicsMathematicsEconomic growthSoftware-Defined Networks and 5GSoftware System Performance and ReliabilityIoT and Edge/Fog Computing