Cost and makespan scheduling of workflows in clouds using list multiobjective optimization technique.
Pengcheng HanChenglie DuJinchao ChenFuyuan LingXiaoyan DuPublished in: J. Syst. Archit. (2021)
Keyphrases
- multi objective
- scheduling problem
- multiple objectives
- job processing times
- grid workflow
- release dates
- conflicting objectives
- unrelated parallel machines
- evolutionary algorithm
- batch processing
- scheduling jobs
- single machine
- multiobjective optimization
- optimization algorithm
- flowshop
- objective function
- multi objective optimization
- processing times
- batch processing machines
- precedence constraints
- web services
- total cost
- data processing
- scheduling algorithm
- pareto optimal
- genetic algorithm
- parallel machines
- optimal solution
- np hard
- sequence dependent setup times
- multiobjective genetic algorithm
- multiobjective evolutionary algorithm
- job shop
- fitness function
- setup times
- nsga ii
- expected cost