An Account Of Multi-Neutral Workflow Procedure For Cloud Situation
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Abstract
The workflow preparation complications contain quality of service. The task-reserve mapping sustaining workflow solicitations necessitate extraordinary computational power and often involve a large amount of data transmission from one place to another. Furthermore, due to dependency exist on among tasks schedulers must be brought forth according to given preference constraints. Cloud computing is a new business-oriented platform service that facilitates an infinite number of services by providing heterogeneous and virtualized resources to users based on a pay-as-you-go model. The distinctive quality of service (QoS) is market-oriented and conventional approach for facing new challenges like autonomy, on-demand payment and unprecedented openness. This paper presents multi-objective workflow scheduling algorithm (MWSA) which optimally run the workflow execution process for minimization of total cost and makespan. This algorithm uses the concept of an adaptive elite-based particle-swarm-optimization (PSO) for implementing task-resource mapping. A comparative study of presented algorithm is also made with some existing algorithms.
Publication details
- DOI
- 10.1109/cccs.2018.8586814
- OpenAlex
- W2905768845
- Document type
- conference-paper
- Language
- EN
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