Multiobjective Cloud Workflow Scheduling: A Multiple Populations Ant Colony System Approach

Zong-Gan Chen; Zhi-Hui Zhan; Ying Lin; Yue-Jiao Gong; Tian-Long Gu; Feng Zhao; Hua-Qiang Yuan; Xiaofeng Chen; Qing Li; Jun Zhang

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Multiobjective Cloud Workflow Scheduling: A Multiple Populations Ant Colony System Approach

机译：多目标云工作流调度：多种群蚁群系统方法

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摘要

Cloud workflow scheduling is significantly challenging due to not only the large scale of workflow but also the elasticity and heterogeneity of cloud resources. Moreover, the pricing model of clouds makes the execution time and execution cost two critical

机译：不仅由于工作流程规模庞大，而且云资源的弹性和异构性都对云工作流程调度造成了极大的挑战。此外，云的定价模型使执行时间和执行成本成为两个关键

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来源
《Cybernetics, IEEE Transactions on》 |2019年第8期|2912-2926|共15页
作者
Zong-Gan Chen; Zhi-Hui Zhan; Ying Lin; Yue-Jiao Gong; Tian-Long Gu; Feng Zhao; Hua-Qiang Yuan; Xiaofeng Chen; Qing Li; Jun Zhang;
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作者单位

School of Computer Science and Engineering South China University of Technology Guangzhou China;

School of Computer Science and Engineering South China U;

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原文格式 PDF
正文语种 eng
中图分类
关键词
Cloud computing; Task analysis; Optimization; Processor scheduling; Scheduling; Computational modeling; Search problems;

机译：云计算;任务分析;优化;处理器调度;排程;计算建模;搜索问题;

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专利

1. A multiobjective hybrid ant colony optimization approach applied to the assignment and scheduling problem [J] . Olfa Dridi, Saoussen Krichen, Adel Guitouni International transactions in operational research: A journal of The International Federation of Operational Research Societies . 2014,第6期

机译：多目标混合蚁群优化方法在任务分配与调度中的应用
2. A multiobjective ant colony optimization approach for scheduling environmental flow management alternatives with application to the River Murray, Australia [J] . J. M. Szemis, G. C. Dandy, H. R. Maier Water resources research . 2013,第10期

机译：一种用于调度环境流量管理替代方案的多目标蚁群优化方法，并应用于澳大利亚的默里河
3. An Ant Colony Optimization Approach to a Grid Workflow Scheduling Problem With Various QoS Requirements [J] . Wei-Neng Chen, Jun Zhang IEEE transactions on systems, man and cybernetics. Part C, Applications and reviews . 2009,第1期

机译：多种QoS需求的网格工作流调度问题的蚁群优化方法
4. Scheduling Workflow in Cloud Computing Based on Ant Colony Optimization Algorithm [C] . Yue Zhou, Xinli Huang International Conference on Business Intelligence and Financial Engineering . 2014

机译：基于蚁群优化算法的云计算调度工作流程
5. Ant Colony Approach for Multiple Pickup and Multiple Dropoff [D] . Sai, Gorthi Venkata Sreeram Phani. 2017

机译：蚁群方法多次拾取和多次下降
6. GCWOAS2: Multiobjective Task Scheduling Strategy Based on Gaussian Cloud-Whale Optimization in Cloud Computing [O] . Lina Ni, Xiaoting Sun, Xincheng Li, 2021

机译：GCWOAS2：基于Gaussian云鲸优化在云计算中的多目标任务调度策略
7. Multiobjective Cloud Workflow Scheduling: A Multiple Populations Ant Colony System Approach [O] . Zong-Gan Chen, Zhi-Hui Zhan, Ying Lin, 2019

机译：多目标云工作流程调度：多种人口蚁群系统方法

Multiobjective Cloud Workflow Scheduling: A Multiple Populations Ant Colony System Approach

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