A dynamic queuing model based distributed task offloading algorithm using deep reinforcement learning in mobile edge computing
Zhengyi Chai, Haole Hou, Ya-Lun Li
Topics & Concepts
Computer scienceReinforcement learningMarkov decision processMobile edge computingEnhanced Data Rates for GSM EvolutionWorkloadEdge computingQueueing theoryQueueScheduling (production processes)Edge deviceDistributed computingLoad balancing (electrical power)Computer networkMarkov processArtificial intelligenceMathematical optimizationCloud computingGridOperating systemGeometryMathematicsStatisticsIoT and Edge/Fog ComputingAge of Information OptimizationIoT Networks and Protocols