A Multi-Objective Memetic Algorithm for Workflow Scheduling in Clouds

Simultaneously optimizing monetary cost and makespan of workflow execution is substantial to enhance the competitiveness of cloud services, but it still imposes challenges. Heuristics-based algorithms are often problem-dependent and well-suitable for special cases, but the complexity of workflow str...

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Bibliographic Details

Published in:	IEEE transactions on emerging topics in computational intelligence pp. 1 - 12
Main Authors:	Yao, Feng, Chen, Huangke, Liu, Xiaolu, Gong, Maoguo, Xing, Lining, Zhao, Wei, Zheng, Long
Format:	Journal Article
Language:	English
Published:	IEEE 2024
Subjects:	Cloud computing Computational modeling Costs Heuristic algorithms Indexes local search Memetic computation Memetics Metaheuristics multi-objective Processor scheduling Scheduling Search problems workflow scheduling
ISSN:	2471-285X, 2471-285X
Online Access:	Get full text
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