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A New Modified Max-min Workflow Scheduling Algorithm for Cloud Environment
- Source :
- 2019 15th International Conference on Electronics, Computer and Computation (ICECCO).
- Publication Year :
- 2019
- Publisher :
- IEEE, 2019.
-
Abstract
- In cloud computing, Service rendering is achieved through virtualization and the use of very large scalable resources where users access services by paying for the share of resources used by them. Several workflow scheduling techniques have been proposed for efficient scheduling. Max-min approach is prominent among them, its features includes efficiency and the ability to guarantee optimal or near optimal solution because of its heuristic nature. Several enhancement to its functionalities have been proposed in the literature and works are still ongoing for improving it. This paper proposed a solution by minimizing total execution time where workflow tasks length are invariably considered before proper scheduling. Our proposed work is compared with standard Max-Min scheduling scheme. The proposed scheme outperforms the standard scheme; two realistic scientific workflows were used as test data for the simulation.
- Subjects :
- business.industry
Computer science
Distributed computing
020206 networking & telecommunications
Cloud computing
02 engineering and technology
Virtualization
computer.software_genre
Scheduling (computing)
Rendering (computer graphics)
Workflow
Scalability
0202 electrical engineering, electronic engineering, information engineering
Workflow scheduling
020201 artificial intelligence & image processing
business
computer
Test data
Subjects
Details
- Database :
- OpenAIRE
- Journal :
- 2019 15th International Conference on Electronics, Computer and Computation (ICECCO)
- Accession number :
- edsair.doi...........aee36ea046f59111e3a54442eee20282