Budget-Aware Scheduling for Hyperparameter Optimization Process in Cloud Environment.
Yan YaoJiguo YuJian CaoZengguang LiuPublished in: ICA3PP (3) (2021)
Keyphrases
- optimization process
- optimization method
- scheduling problem
- gaussian processes
- scheduling algorithm
- optimization model
- resource allocation
- dynamic scheduling
- gaussian process
- flexible manufacturing systems
- hyperparameters
- real time database systems
- resource constraints
- optimization algorithm
- candidate solutions
- round robin
- object oriented databases
- metaheuristic
- parallel machines
- scaling factors
- genetic algorithm