A parallel multi-objective genetic algorithm for scheduling scientific workflows in cloud computing.
Muhammad SardarazMuhammad TahirPublished in: Int. J. Distributed Sens. Networks (2020)
Keyphrases
- cloud computing
- multi objective genetic algorithm
- scientific workflows
- multiple objectives
- service oriented
- utility computing
- map reduce
- computing resources
- data management
- data center
- multi objective optimization
- scientific data
- cloud computing environment
- parallel machines
- scheduling algorithm
- big data
- distributed computing
- semantic annotation
- service providers
- scheduling problem
- simulation model
- business models
- computer simulation
- web services
- shared memory
- workflow systems
- multi objective
- cloud computing platform
- round robin
- optimization method
- parallel computing
- virtual machine
- database
- multi objective evolutionary algorithms
- resource allocation
- cloud services
- evolutionary algorithm
- distributed databases