Multi-objective optimization of scheduling dataflows on heterogeneous cloud resources.
Ilia PietriYannis ChronisYannis E. IoannidisPublished in: IEEE BigData (2017)
Keyphrases
- multi objective optimization
- multi objective
- multiple objectives
- grid environment
- evolutionary algorithm
- resource constraints
- resource allocation
- resource utilization
- computational grids
- allocate resources
- multi objective optimization problems
- pareto optimal
- resource management
- differential evolution
- scheduling problem
- genetic algorithm
- nsga ii
- cloud computing
- bi objective
- multi objective genetic algorithms
- evolutionary computation
- resource consumption
- scheduling algorithm
- service level agreements
- cloud services
- computing infrastructure
- multi objective evolutionary algorithms
- optimization algorithm
- pareto optimal solutions
- optimization problems
- fitness function
- private cloud
- multi objective genetic algorithm
- pareto optimal set
- heterogeneous environments
- grid computing
- data center
- simulated annealing
- search algorithm