An energy-aware scheduling algorithm for budget-constrained scientific workflows based on multi-objective reinforcement learning

Yao Qin; Hua Wang; Shanwen Yi; Xiaole Li; Linbo Zhai

doi:10.1007/s11227-019-03033-y

An energy-aware scheduling algorithm for budget-constrained scientific workflows based on multi-objective reinforcement learning

The Journal of Supercomputing ◽

10.1007/s11227-019-03033-y ◽

2019 ◽

Vol 76 (1) ◽

pp. 455-480 ◽

Cited By ~ 6

Author(s):

Yao Qin ◽

Hua Wang ◽

Shanwen Yi ◽

Xiaole Li ◽

Linbo Zhai

Keyword(s):

Reinforcement Learning ◽

Scheduling Algorithm ◽

Scientific Workflows ◽

Energy Aware ◽

Multi Objective ◽

Energy Aware Scheduling

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Cost and Energy Aware Scheduling Algorithm for Scientific Workflows with Deadline Constraint in Clouds

IEEE Transactions on Services Computing ◽

10.1109/tsc.2015.2466545 ◽

2018 ◽

Vol 11 (4) ◽

pp. 713-726 ◽

Cited By ~ 42

Author(s):

Zhongjin Li ◽

Jidong Ge ◽

Haiyang Hu ◽

Wei Song ◽

Hao Hu ◽

...

Keyword(s):

Scheduling Algorithm ◽

Scientific Workflows ◽

Energy Aware ◽

Energy Aware Scheduling ◽

Deadline Constraint

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A Resource Usage Prediction-Based Energy-Aware Scheduling Algorithm for Instance-Intensive Cloud Workflows

Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering - Collaborative Computing: Networking, Applications and Worksharing ◽

10.1007/978-3-030-12981-1_44 ◽

2019 ◽

pp. 626-642

Author(s):

Zhibin Wang ◽

Yiping Wen ◽

Yu Zhang ◽

Jinjun Chen ◽

Buqing Cao

Keyword(s):

Scheduling Algorithm ◽

Resource Usage ◽

Energy Aware ◽

Energy Aware Scheduling ◽

Resource Usage Prediction

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Energy-Aware Scheduling Algorithm with Duplication on Heterogeneous Computing Systems

2012 ACM/IEEE 13th International Conference on Grid Computing ◽

10.1109/grid.2012.32 ◽

2012 ◽

Cited By ~ 22

Author(s):

Jing Mei ◽

Kenli Li

Keyword(s):

Heterogeneous Computing ◽

Scheduling Algorithm ◽

Energy Aware ◽

Computing Systems ◽

Energy Aware Scheduling ◽

Heterogeneous Computing Systems

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Energy-aware scheduling algorithm for time-constrained workflow tasks in DVFS-enabled cloud environment

Simulation Modelling Practice and Theory ◽

10.1016/j.simpat.2018.07.006 ◽

2018 ◽

Vol 87 ◽

pp. 311-326 ◽

Cited By ~ 25

Author(s):

Monire Safari ◽

Reihaneh Khorsand

Keyword(s):

Scheduling Algorithm ◽

Cloud Environment ◽

Energy Aware ◽

Energy Aware Scheduling ◽

Workflow Tasks

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An Energy-Aware Scheduling Algorithm for Internet-Scale Clusters

Lecture Notes in Electrical Engineering - Proceedings of the 9th International Symposium on Linear Drives for Industry Applications, Volume 2 ◽

10.1007/978-3-642-40630-0_57 ◽

2013 ◽

pp. 439-445 ◽

Cited By ~ 2

Author(s):

Shuo Zhang ◽

Yaping Liu ◽

Baosheng Wang

Keyword(s):

Scheduling Algorithm ◽

Energy Aware ◽

Energy Aware Scheduling

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Evaluating Energy-Aware Scheduling Algorithms for I/O-Intensive Scientific Workflows

Computational Science – ICCS 2021 - Lecture Notes in Computer Science ◽

10.1007/978-3-030-77961-0_16 ◽

2021 ◽

pp. 183-197

Author(s):

Tainã Coleman ◽

Henri Casanova ◽

Ty Gwartney ◽

Rafael Ferreira da Silva

Keyword(s):

Scheduling Algorithms ◽

Scientific Workflows ◽

Energy Aware ◽

Energy Aware Scheduling

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Energy-Aware Workflow Scheduling Algorithm for the Deployment of Scientific Workflows in Cloud

Smart Intelligent Computing and Applications - Smart Innovation, Systems and Technologies ◽

10.1007/978-981-13-1921-1_15 ◽

2018 ◽

pp. 153-162

Author(s):

S. Balamurugan ◽

S. Saraswathi

Keyword(s):

Scheduling Algorithm ◽

Scientific Workflows ◽

Workflow Scheduling ◽

Energy Aware

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Energy-aware Scheduling of Jobs in Heterogeneous Cluster Systems Using Deep Reinforcement Learning

2020 21st International Symposium on Quality Electronic Design (ISQED) ◽

10.1109/isqed48828.2020.9137025 ◽

2020 ◽

Author(s):

Amirhossein Esmaili ◽

Massoud Pedram

Keyword(s):

Reinforcement Learning ◽

Heterogeneous Cluster ◽

Energy Aware ◽

Cluster Systems ◽

Energy Aware Scheduling

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An Energy-aware Scheduling Algorithm in DVFS-enabled Networked Data Centers

Proceedings of the 6th International Conference on Cloud Computing and Services Science ◽

10.5220/0005928903870397 ◽

2016 ◽

Cited By ~ 7

Author(s):

Mohammad Shojafar ◽

Claudia Canali ◽

Riccardo Lancellotti ◽

Saeid Abolfazli

Keyword(s):

Data Centers ◽

Scheduling Algorithm ◽

Energy Aware ◽

Energy Aware Scheduling

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GGreen: A Greedy Energy-Aware Scheduling Algorithm on Grid Systems

2014 IEEE 17th International Conference on Computational Science and Engineering ◽

10.1109/cse.2014.81 ◽

2014 ◽

Cited By ~ 1

Author(s):

Fabio Coutinho ◽

Evandro Verdino ◽

Jesus Ossian ◽

Renato Santana

Keyword(s):

Scheduling Algorithm ◽

Energy Aware ◽

Grid Systems ◽

Energy Aware Scheduling

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