A New Modified Max-min Workflow Scheduling Algorithm for Cloud Environment

被引:0
|
作者
Auna, Shuaibu Yau [1 ]
Ambursa, Faruku Umar [2 ]
Ibrahim, Abdulhakeem [3 ]
机构
[1] Bayero Univ Kano, Fac Comp Sci & Informat Technol, Dept Comp Sci, Kano, Nigeria
[2] Bayero Univ Kano, Fac Comp Sci & Informat Technol, Dept Informat Technol, Kano, Nigeria
[3] Fed Univ, Fac Sci, Dept Comp Sci, Birnin Kebbi, Nigeria
关键词
Cloud Computing; Workflow Scheduling; Heuristic Algorithms; Max-min algorithm;
D O I
10.1109/icecco48375.2019.9043295
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
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.
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页数:4
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