Cloud Task Scheduling Based on Proximal Policy Optimization Algorithm for Lowering Energy Consumption of Data Center.
Yongquan YangCuihua HeBo YinZhiqiang WeiBowei HongPublished in: KSII Trans. Internet Inf. Syst. (2022)
Keyphrases
- data center
- optimization algorithm
- energy consumption
- energy aware
- energy efficiency
- multi objective
- wireless sensor networks
- virtual machine
- cloud computing
- energy efficient
- sensor networks
- energy saving
- differential evolution
- optimization method
- energy conservation
- power management
- data transmission
- routing protocol
- base station
- carbon dioxide
- routing algorithm
- cloud services
- computing systems
- distributed computing
- neural network
- scheduling algorithm
- sensor nodes
- cost effective
- evolutionary algorithm
- resource management
- computing environments
- power consumption
- control parameters
- load balancing
- computer systems
- objective function
- data sets
- electrical energy