MOBO-NFV: Automated Tuning of a Network Function Virtualization System using Multi-Objective Bayesian Optimization.
Pietro MercatiBin LiMesut Ali ErginCharlie TaiMichael KishinevskyBoris SerafimovSubhiksha RavisundarEoin WalshThomas LongPublished in: IM (2021)
Keyphrases
- multi objective
- optimization algorithm
- evolutionary algorithm
- multiple objectives
- conflicting objectives
- multi objective optimization
- evolutionary optimization
- distribution network
- optimum design
- multiobjective optimization
- peer to peer
- optimization problems
- particle swarm
- communication networks
- optimization method
- computer networks
- multi objective evolutionary algorithms
- network model
- genetic algorithm
- operating system
- engineering design problems
- cloud computing
- efficient optimization
- neural network
- estimation of distribution algorithms
- disaster recovery
- multi objective evolutionary
- fine tuning
- virtual machine
- posterior probability
- complex networks
- network structure
- particle swarm optimization
- maximum likelihood
- probability distribution
- wireless sensor networks
- objective function