A Task Scheduling Strategy to Improve Qualitative Features in the Cloud Computing Environment

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YAZDANBAKHSH poode M.; Khorsand motlagh esfahani r.

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Journal Paper

Paper Information

Journal: TABRIZ JOURNAL OF ELECTRICAL ENGINEERING Year:2019 | Volume:49 | Issue:3 (89) Page(s): 1427-1437

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Title

A Task Scheduling Strategy to Improve Qualitative Features in the Cloud Computing Environment

Author(s)

YAZDANBAKHSH poode M. | Khorsand motlagh esfahani r. | Issue Writer Certificate

Keywords

Cloud computingQ1

Multi-objective schedulingQ1

ElasticityQ1

Quality of serviceQ2

Abstract

Over the recent years, one of the important aspects of Cloud computing is the dynamic scheduling of a large number of task requests which are submitted with variable rate by users. Task scheduling plays a key role in Cloud computing systems, and this type of scheduling can not be done on a single criterion, but many rules and conditions must be considered as an agreement between users and cloud providers. In fact, this agreement is the quality of the services that users expect from providers. Cloud data centers should not only execute these huge tasks, but also should meet the multiple needs of different users. In this paper, a multi-objective task scheduling strategy is proposed using non-dominated sorting, calculate normal and threshold rates. The aim of the proposed approach is considering some of the most important criteria for Quality of service at the time of tasks execution, that means deadline and cost. In addition, the cloud Elasticity property is considered. The simulation results show improvement in the conditions of makespan, cost, mean utilization of virtual machines and deadlines violation compared to MultiObjective, FCFS, Min-Min, Priority Schedulig and MOF approaches.

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APA: Copy

YAZDANBAKHSH poode, M., & Khorsand motlagh esfahani, r.. (2019). A Task Scheduling Strategy to Improve Qualitative Features in the Cloud Computing Environment. TABRIZ JOURNAL OF ELECTRICAL ENGINEERING, 49(3 (89) ), 1427-1437. SID. https://sid.ir/paper/256542/en

Vancouver: Copy

YAZDANBAKHSH poode M., Khorsand motlagh esfahani r.. A Task Scheduling Strategy to Improve Qualitative Features in the Cloud Computing Environment. TABRIZ JOURNAL OF ELECTRICAL ENGINEERING[Internet]. 2019;49(3 (89) ):1427-1437. Available from: https://sid.ir/paper/256542/en

IEEE: Copy

M. YAZDANBAKHSH poode, and r. Khorsand motlagh esfahani, “A Task Scheduling Strategy to Improve Qualitative Features in the Cloud Computing Environment,” TABRIZ JOURNAL OF ELECTRICAL ENGINEERING, vol. 49, no. 3 (89) , pp. 1427–1437, 2019, [Online]. Available: https://sid.ir/paper/256542/en

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