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Workflow scheduling based on deep reinforcement learning in the cloud environment.
Tingting Dong
Fei Xue
Chuangbai Xiao
Jiangjiang Zhang
Published in:
J. Ambient Intell. Humaniz. Comput. (2021)
Keyphrases
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reinforcement learning
scheduling problem
scheduling algorithm
function approximation
state space
markov decision processes
workflow management systems
learning algorithm
resource constraints
workflow execution
multi agent
multi agent reinforcement learning
dynamic scheduling
round robin
business process
real time database systems
scientific workflows
model free
machine learning
parallel machines
web services
data flow
petri net
reinforcement learning algorithms
workflow systems
reinforcement learning methods