ISSN 2394-5125
 

Research Article 


AN ENERGY EFFICIENT TASK SCHEDULING ALGORITHM IN CLOUD COMPUTING USING CROW SEARCH ALGORITHM

Sudheer mangalampalli, Vamsikrishna mangalampalli, Sangram k Swain.

Abstract
Cloud computing paradigm enables the user to access the cloud network on demand with
different types of services. To flexibly leverage the services to the users an efficient task scheduling algorithm is
needed. Task scheduling algorithm is used to map the tasks appropriately to the suitable VMs which are running
in the cloud. The primary goal of the task scheduling algorithm is to minimize the makespan of the tasks.
Energy Consumption is also one of the important metric through which operational costs can be minimized for
the cloud provider. In the literature, many of the authors used nature inspired to solve the task scheduling
problem in Cloud Computing. In this paper, our focus is to formulate an energy efficient task scheduling
algorithm by mapping the appropriate tasks to the suitable VMs by calculating the task priority and also
calculates the VM priority based on the electricity cost at different centers. This scheduling problem is solved by
using crow search algorithm and it is based on the food searching mechanism of the different crows. With this
approach CSA will finds the suitable VM by calculating the task, VM priorities while minimizing the makespan
and energy consumption in the cloud. This algorithm is simulated on Cloudsim simulator and it is evaluated
against the existing algorithm ACO and the experiments revealed that our proposed approach is scheduled the
tasks effectively while minimizing the makespan and the energy consumption in the cloud.

Key words: Task Scheduling, Energy Consumption, Makespan, CSA- Crow Search Algorithm


 
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How to Cite this Article
Pubmed Style

Sudheer mangalampalli, Vamsikrishna mangalampalli, Sangram k Swain. AN ENERGY EFFICIENT TASK SCHEDULING ALGORITHM IN CLOUD COMPUTING USING CROW SEARCH ALGORITHM. JCR. 2020; 7(19): 6009-6015. doi:10.31838/jcr.07.19.695


Web Style

Sudheer mangalampalli, Vamsikrishna mangalampalli, Sangram k Swain. AN ENERGY EFFICIENT TASK SCHEDULING ALGORITHM IN CLOUD COMPUTING USING CROW SEARCH ALGORITHM. http://www.jcreview.com/?mno=133667 [Access: September 14, 2020]. doi:10.31838/jcr.07.19.695


AMA (American Medical Association) Style

Sudheer mangalampalli, Vamsikrishna mangalampalli, Sangram k Swain. AN ENERGY EFFICIENT TASK SCHEDULING ALGORITHM IN CLOUD COMPUTING USING CROW SEARCH ALGORITHM. JCR. 2020; 7(19): 6009-6015. doi:10.31838/jcr.07.19.695



Vancouver/ICMJE Style

Sudheer mangalampalli, Vamsikrishna mangalampalli, Sangram k Swain. AN ENERGY EFFICIENT TASK SCHEDULING ALGORITHM IN CLOUD COMPUTING USING CROW SEARCH ALGORITHM. JCR. (2020), [cited September 14, 2020]; 7(19): 6009-6015. doi:10.31838/jcr.07.19.695



Harvard Style

Sudheer mangalampalli, Vamsikrishna mangalampalli, Sangram k Swain (2020) AN ENERGY EFFICIENT TASK SCHEDULING ALGORITHM IN CLOUD COMPUTING USING CROW SEARCH ALGORITHM. JCR, 7 (19), 6009-6015. doi:10.31838/jcr.07.19.695



Turabian Style

Sudheer mangalampalli, Vamsikrishna mangalampalli, Sangram k Swain. 2020. AN ENERGY EFFICIENT TASK SCHEDULING ALGORITHM IN CLOUD COMPUTING USING CROW SEARCH ALGORITHM. Journal of Critical Reviews, 7 (19), 6009-6015. doi:10.31838/jcr.07.19.695



Chicago Style

Sudheer mangalampalli, Vamsikrishna mangalampalli, Sangram k Swain. "AN ENERGY EFFICIENT TASK SCHEDULING ALGORITHM IN CLOUD COMPUTING USING CROW SEARCH ALGORITHM." Journal of Critical Reviews 7 (2020), 6009-6015. doi:10.31838/jcr.07.19.695



MLA (The Modern Language Association) Style

Sudheer mangalampalli, Vamsikrishna mangalampalli, Sangram k Swain. "AN ENERGY EFFICIENT TASK SCHEDULING ALGORITHM IN CLOUD COMPUTING USING CROW SEARCH ALGORITHM." Journal of Critical Reviews 7.19 (2020), 6009-6015. Print. doi:10.31838/jcr.07.19.695



APA (American Psychological Association) Style

Sudheer mangalampalli, Vamsikrishna mangalampalli, Sangram k Swain (2020) AN ENERGY EFFICIENT TASK SCHEDULING ALGORITHM IN CLOUD COMPUTING USING CROW SEARCH ALGORITHM. Journal of Critical Reviews, 7 (19), 6009-6015. doi:10.31838/jcr.07.19.695