A multi-objective reinforcement learning algorithm for deadline constrained scientific workflow scheduling in clouds.
Yao QinHua WangShanwen YiXiaole LiLinbo ZhaiPublished in: Frontiers Comput. Sci. (2021)
Keyphrases
- multi objective
- scientific workflows
- scheduling algorithm
- multiple objectives
- resource constraints
- multi objective optimization
- evolutionary algorithm
- scheduling problem
- service oriented
- scientific data
- timing constraints
- genetic algorithm
- response time
- web services
- objective function
- data mining
- file system
- semantic annotation
- workflow systems
- real time database systems
- hard constraints
- database
- data provenance
- fine grained
- multi objective evolutionary algorithms
- decision making