A decentralized adaptation of model-free Q-learning for thermal-aware energy-efficient virtual machine placement in cloud data centers.
Ali AghasiKamal JamshidiAli BohlooliBahman JavadiPublished in: Comput. Networks (2023)
Keyphrases
- model free
- data center
- virtual machine
- energy efficient
- energy efficiency
- energy consumption
- reinforcement learning
- cloud computing
- reinforcement learning algorithms
- wireless sensor networks
- function approximation
- computing resources
- sensor networks
- power consumption
- energy saving
- policy iteration
- temporal difference
- distributed computing
- cost effective
- multi tenant
- sensor nodes
- cluster head
- distributed systems
- base station
- data transmission
- multi agent
- routing protocol
- peer to peer
- machine learning
- mobile devices
- low cost
- data warehouse
- state space
- data management
- power plant
- rl algorithms
- cloud services
- routing algorithm