JOURNAL ARTICLE

Energy aware multi objective genetic algorithm for task scheduling in cloud computing

C. Shoba BinduG.B. Hima BinduK. Ramani

Year: 2018 Journal:   International Journal of Internet Protocol Technology Vol: 11 (4)Pages: 242-242   Publisher: Inderscience Publishers

Abstract

In recent years, the utilisation of cloud is expanded to all the fields. Cloud computing has the advantage to provide anything as a service to the clients. One of the major issues in cloud computing is energy consumption at the time of task allocation to the virtual machines. This paper address the problem of task scheduling by considering the energy consumption of tasks in the cloud computing. Existing research works only focused on optimising the time and cost of the resource without paying attention to the energy consumption. This paper proposes a new algorithm for multi objective task scheduling in clouds, and develop a genetic algorithm to optimise the energy consumption. Simulation results prove the efficiency of the proposed method.

Keywords:
Cloud computing Computer science Energy consumption Distributed computing Virtual machine Scheduling (production processes) Task (project management) Efficient energy use Real-time computing Mathematical optimization Operating system

Metrics

5
Cited By
1.79
FWCI (Field Weighted Citation Impact)
0
Refs
0.88
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Citation History

Topics

Cloud Computing and Resource Management
Physical Sciences →  Computer Science →  Information Systems
IoT and Edge/Fog Computing
Physical Sciences →  Computer Science →  Computer Networks and Communications
Distributed and Parallel Computing Systems
Physical Sciences →  Computer Science →  Computer Networks and Communications

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