A Q-learning approach for the autoscaling of scientific workflows in the Cloud
Yisel Garí, David A. Monge, Cristian Mateos
Topics & Concepts
Computer scienceWorkflowCloud computingExploitMarkov decision processDistributed computingScheduling (production processes)Reinforcement learningWorkflow management systemTask (project management)Artificial intelligenceMarkov processDatabaseOperating systemSystems engineeringMathematical optimizationComputer securityMathematicsStatisticsEngineeringCloud Computing and Resource ManagementIoT and Edge/Fog ComputingBlockchain Technology Applications and Security