Suchergebnisse - "Multi-objective workflow scheduling"

Evolutionary Multi-Objective Workflow Scheduling in Cloud von Zhu, Zhaomeng, Zhang, Gongxuan, Li, Miqing, Liu, Xiaohui

“… Cloud computing provides promising platforms for executing large applications with enormous computational resources to offer on demand. In a Cloud model, users …”
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Multi-objective workflow scheduling based on genetic algorithm in cloud environment von Xia, Xuewen, Qiu, Huixian, Xu, Xing, Zhang, Yinglong

“… •The makespan and the energy consumption are two optimization objectives in this study.•An initialization scheduling sequence scheme based on task data sizes …”
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Multi-Objective Workflow Scheduling With Deep-Q-Network-Based Multi-Agent Reinforcement Learning von Wang, Yuandou, Liu, Hang, Zheng, Wanbo, Xia, Yunni, Li, Yawen, Chen, Peng, Guo, Kunyin, Xie, Hong

“… The existing multi-objective workflow scheduling approaches are still limited in many ways, e.g., encoding is restricted by prior experts' knowledge when handling a dynamic real-time problem, which strongly influences the performance of scheduling …”
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Multi-objective workflow scheduling in Amazon EC2 von Durillo, Juan J., Prodan, Radu

“… Nowadays, scientists and companies are confronted with multiple competing goals such as makespan in high-performance computing and economic cost in Clouds that …”
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Multi‐Objective Workflow Scheduling in Cloud Using Archimedes Optimization Algorithm von Kushwaha, Shweta, Shankar Singh, Ravi, Prajapati, Kanika

“… ABSTRACT Cloud computing has changed the technology landscape for over a decade and led to an astounding growth in the number of applications it may be used …”
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Dynamic Multi‐Objective Workflow Scheduling Model in Cloud Environment Based on Adaptive Mutation Strategy von Ye, Tao, Cui, Zhihua

“… To address the complexities of workflow scheduling, this paper introduces a dynamic multi‐objective workflow scheduling model that comprehensively considers task …”
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Dynamic deadline constrained multi-objective workflow scheduling in multi-cloud environments von Cai, Xingjuan, Zhang, Yan, Li, Mengxia, Wu, Linjie, Zhang, Wensheng, Chen, Jinjun

“… Workflow scheduling becomes difficult and demanding in multi-cloud systems because of the variety of billing models and resource kinds, as well as the …”
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Dynamic multi-objective workflow scheduling for combined resources in cloud von Zhang, Yan, Wu, Linjie, Li, Mengxia, Zhao, Tianhao, Cai, Xingjuan

“… Cloud resource providers offer idle resources to users as spot instances. The price of the instances changes with market supply and demand, and the dynamic …”
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Multi-objective workflow scheduling in cloud computing: trade-off between makespan and cost von Belgacem, Ali, Beghdad-Bey, Kadda

“… Recently, modern businesses have started to transform into cloud computing platforms to deploy their workflow applications. However, scheduling workflow under …”
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MOWS: Multi-objective workflow scheduling in cloud computing based on heuristic algorithm von Abazari, Farzaneh, Analoui, Morteza, Takabi, Hassan, Fu, Song

“… Cloud computing is emerging with growing popularity in workflow scheduling, especially for scientific workflow. Deploying data-intensive workflows in the cloud …”
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Evolutionary Multi-Objective Workflow Scheduling for Volatile Resources in the Cloud von Pham, Thanh-Phuong, Fahringer, Thomas

“… The cloud has been widely used as a distributed computing platform for running scientific workflow applications. Most of the cloud providers encourage the use …”
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Enhanced hybrid multi-objective workflow scheduling approach based artificial bee colony in cloud computing von Zeedan, Maha, Attiya, Gamal, El-Fishawy, Nawal

“… This paper presents a hybrid approach based Binary Artificial Bee Colony (BABC) and Pareto Dominance strategy for scheduling workflow applications considering …”
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DE-GWO: A Multi-objective Workflow Scheduling Algorithm for Heterogeneous Fog-Cloud Environment von Shukla, Prashant, Pandey, Sudhakar

“… The demand for a quick response from cloud services is rapidly increasing day-by-day. Fog computing is a trending solution to fulfil the demands. When …”
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Endocrine-based coevolutionary multi-swarm for multi-objective workflow scheduling in a cloud system von Yao, Guangshun, Ding, Yongsheng, Jin, Yaochu, Hao, Kuangrong

“… The workflow scheduling with multiple objectives is a well-known NP-complete problem, and even more complex and challenging when the workflow is executed in …”
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CP-PGWO: multi-objective workflow scheduling for cloud computing using critical path von Doostali, Saeed, Babamir, Seyed Morteza, Eini, Maryam

“… When each task of the longest path in a task-dependent scientific workflow must meet a deadline, the path is called critical. Tasks in a critical path have …”
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A hybrid dung beetle optimization algorithm with improved weak cooperation for multi-objective workflow scheduling in heterogeneous cloud environments von Ding, Fan, Lv, Lizhi, Zhou, Meng, Zhang, Rui

“… The rapid development of cloud computing technologies has increased the complexity of workflow scheduling problems. In heterogeneous cloud environments, …”
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C-KHCS: Multi-Objective Workflow Scheduling using Chaotic Krill Herd Optimization and Improved Cuckoo Search in Fog Computing von Nazemi, Shahin, Khorsand, Reihaneh

“… To overcome these problems, in this paper, we propose a multi-objective workflow scheduling algorithm using Chaotic Krill Herd optimization and improved Cuckoo …”
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An Evolutionary Algorithm for Multi-Objective Workflow Scheduling with Adaptive Dynamic Grouping von Zhang, Guochen, Zhang, Aolong, Sun, Chaoli, Ye, Qing

“… For workflow scheduling with complex dependencies in cloud computing environments, existing research predominantly focuses on multi-objective algorithm …”
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Multi-objective workflow scheduling scheme: a multi-criteria decision making approach von Kumar, Madhu Sudan, Tomar, Abhinav, Jana, Prasanta K.

“… Scheduling large workflows that are faced in many business as well as scientific domains such as economy, bioinformatics, astronomy and geophysics is an …”
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EEWS: energy-efficient multi-objective workflow scheduling in IaaS cloud environments with CP-FPA optimization von Jaiprakash, Sahani Pooja, Badal, Tapas, Kumar, Naween

“… With the rapid growth of cloud data centers, concerns about energy consumption and its impact on natural resources have become increasingly critical. In …”
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