Cost-aware scheduling systems for real-time workflows in cloud: An approach based on Genetic Algorithm and Deep Reinforcement Learning.
Jingwei ZhangLong ChengCong LiuZhiming ZhaoYing MaoPublished in: Expert Syst. Appl. (2023)
Keyphrases
- real time
- genetic algorithm
- reinforcement learning
- scheduling problem
- control strategies
- job shop scheduling problem
- distributed systems
- vision system
- telecommunication systems
- cloud computing
- computing systems
- real time systems
- neural network
- simulated annealing
- low cost
- management system
- optimal policy
- markov decision processes
- data center
- function approximation
- multi objective
- model free
- learning algorithm