A Two-Stage Estimation of Distribution Algorithm With Heuristics for Energy-Aware Cloud Workflow Scheduling

With the enormous increase in energy usage by cloud data centers for handling various workflow applications, the energy-aware cloud workflow scheduling has become a hot issue. However, there is still a need and room for improvement in both the model for estimating workflow energy consumption and the...

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Veröffentlicht in:	IEEE transactions on services computing 2023-11, Vol.16 (6), p.4183-4197
Hauptverfasser:	Xie, Yi, Wang, Xue-Yi, Shen, Zi-Jun, Sheng, Yu-Han, Wu, Gong-Xing
Format:	Artikel
Sprache:	eng
Schlagworte:	Algorithms Cloud computing Data centers Energy consumption Energy management Estimation estimation of distribution algorithm Heuristic methods Job shop scheduling Processor scheduling Scheduling Search problems Task analysis Transmission line measurements Workflow Workflow software
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