Task Scheduling in Cloud Computing Based on The Cuckoo Search Algorithm
Joint Authors
Ali, Yusra
Jabir, Sajjad
Ibrahim, Nuha
Source
Iraqi Journal of Computer, Communications and Control Engineering
Issue
Vol. 22, Issue 1 (31 Mar. 2022), pp.86-96, 11 p.
Publisher
Publication Date
2022-03-31
Country of Publication
Iraq
No. of Pages
11
Main Subjects
Information Technology and Computer Science
Abstract EN
Task scheduling is one of the very crucial facets of cloud computing.
The task scheduling method must assign jobs to virtual machines.
in cloud computing, task scheduling includes a frontal influence on a system's resource utilization and operational costs.
diverse meta-heuristic algorithms, in addition to their modifications, have been developed to improve the efficiency of task executions in the cloud.
in this paper, a multiobjective optimization model is applied using the metaheuristics cuckoo search optimization algorithm (MCSO) to enhance the performance of a cloud system with limited computing resources while minimizing the time and cost.
finally, we analyze the performance of the proposed MCSO with the existing methods, such as bee life algorithm (BLA), a time-cost aware scheduling (TCaS) algorithm, modified particle swarm optimization (MPSO), and Round Robin (RR), for the evaluation metrics makespan and cost.
Based on the outcomes of the experiments, it can be inferred that the proposed MCSO provides essential schedule jobs with the shortest makespan and average cost.
American Psychological Association (APA)
Jabir, Sajjad& Ali, Yusra& Ibrahim, Nuha. 2022. Task Scheduling in Cloud Computing Based on The Cuckoo Search Algorithm. Iraqi Journal of Computer, Communications and Control Engineering،Vol. 22, no. 1, pp.86-96.
https://search.emarefa.net/detail/BIM-1493030
Modern Language Association (MLA)
Jabir, Sajjad…[et al.]. Task Scheduling in Cloud Computing Based on The Cuckoo Search Algorithm. Iraqi Journal of Computer, Communications and Control Engineering Vol. 22, no. 1 (Mar. 2022), pp.86-96.
https://search.emarefa.net/detail/BIM-1493030
American Medical Association (AMA)
Jabir, Sajjad& Ali, Yusra& Ibrahim, Nuha. Task Scheduling in Cloud Computing Based on The Cuckoo Search Algorithm. Iraqi Journal of Computer, Communications and Control Engineering. 2022. Vol. 22, no. 1, pp.86-96.
https://search.emarefa.net/detail/BIM-1493030
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references : p. 95-96
Record ID
BIM-1493030