Energy‐Efficient Scientific Workflow Scheduling Algorithm in Cloud Environment Article Swipe

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Neha Garg , Neeraj Yadav , Manish Raj , Indrajeet Gupta , Vinay Kumar , G. R. Sinha ·

YOU? · · 2022 · Open Access · · DOI: https://doi.org/10.1155/2022/1637614

Scheduling extensive scientific applications that are deadline‐aware (usually referred to as workflow) is a difficult task. This research provides a virtual machine (VM) placement and scheduling approach for effectively scheduling process tasks in the cloud environment while maintaining dependency and deadline constraints. The suggested model’s aim is to reduce the application’s energy consumption and total execution time while taking into account dependency and deadline limitations. To select the VM for the tasks and dynamically deploy/undeploy the VM on the hosts based on the jobs’ requirements, an energy‐efficient VM placement (EVMP) algorithm is presented. Demonstrate that the proposed approach outperforms the existing PESVMC (power‐efficient scheduling and VM consolidation) algorithm.

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Computer science Virtual machine Workflow Cloud computing Distributed computing Scheduling (production processes) Fair-share scheduling Energy consumption Earliest deadline first scheduling Dynamic priority scheduling Algorithm Rate-monotonic scheduling Operating system Database Mathematical optimization Ecology Schedule Mathematics Biology

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Type: article
Language: en
Landing Page: https://doi.org/10.1155/2022/1637614
PDF: https://downloads.hindawi.com/journals/wcmc/2022/1637614.pdf
OA Status: hybrid
Cited By: 16
References: 28
Related Works: 10
OpenAlex ID: https://openalex.org/W4221132938

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DOI: https://doi.org/10.1155/2022/1637614

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Title: Energy‐Efficient Scientific Workflow Scheduling Algorithm in Cloud Environment

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Type: article

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Language: en

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Publication year: 2022

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Publication date: 2022-01-01

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Authors: Neha Garg, Neeraj Yadav, Manish Raj, Indrajeet Gupta, Vinay Kumar, G. R. Sinha

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Landing page: https://doi.org/10.1155/2022/1637614

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PDF URL: https://downloads.hindawi.com/journals/wcmc/2022/1637614.pdf

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Concepts: Computer science, Virtual machine, Workflow, Cloud computing, Distributed computing, Scheduling (production processes), Fair-share scheduling, Energy consumption, Earliest deadline first scheduling, Dynamic priority scheduling, Algorithm, Rate-monotonic scheduling, Operating system, Database, Mathematical optimization, Ecology, Schedule, Mathematics, Biology

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Cited by: 16

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Citations by year (recent): 2025: 6, 2024: 7, 2023: 2, 2022: 1

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