Deep reinforcement learning for multi-objective placement of virtual machines in cloud datacenters.
Luca CaviglioneMauro GaggeroMassimo PaolucciRoberto RoncoPublished in: Soft Comput. (2021)
Keyphrases
- virtual machine
- multi objective
- reinforcement learning
- operating system
- data center
- evolutionary algorithm
- cloud computing environment
- optimization algorithm
- multi objective optimization
- distributed computing
- computing resources
- function approximation
- cloud computing
- particle swarm optimization
- nsga ii
- state space
- multi objective optimization problems
- genetic algorithm
- application level
- markov decision processes
- conflicting objectives
- objective function
- machine learning
- multiple objectives
- neural network
- multi tasking
- low latency
- computer systems
- multi objective evolutionary algorithms
- pareto optimal
- optimal policy
- java virtual machine
- data mining
- cloud services
- learning algorithm