Bandwidth-deadline IoT task scheduling in fog–cloud computing environment based on the task bandwidth

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dc.contributor.authorAlsamarai, Naseem Adnan
dc.date.accessioned2023-08-21T06:05:13Z
dc.date.available2023-08-21T06:05:13Z
dc.date.issued2023en_US
dc.departmentEnstitüler, Lisansüstü Eğitim Enstitüsü, Elektrik ve Bilgisayar Mühendisliği Ana Bilim Dalıen_US
dc.description.abstractGiven the huge increase of internet of things (IoT) devices and the enormous amounts of data are generated every minute. Some IoT applications needs real-time services and bit latency to meet the term 'Data Never Sleeps.' Therefore, Cisco proposed the fog computing concept as an expansion of cloud computing to optimize the benefits of providing processing, storage, and services with minimum delays. In this paper, we submitted a novel task scheduling algorithm called the bandwidth-deadline algorithm that focuses on the makespan and tasks' deadline satisfaction time. In our algorithm, we consider the deadline of a task by giving priority to the task with the earliest deadline and assigning it to the corresponding resource that can execute it in minimum completion time to achieve the minimum makespan. The first part of our algorithm is called Fog Max–Cloud Min, and the second part is Ant Colony Optimization. We evaluated the performance of our proposed algorithm approaches concerning deadline satisfaction and the system’s makespan. Comparatively to current algorithms. The study findings demonstratethat our algorithm is better by achieving the lowest makespan and best-satisfied deadline tasks.en_US
dc.identifier.citationAlsamarai, N. A., Uçan, O. N., & Khalaf, O. F. (2023). Bandwidth-deadline IoT task scheduling in fog–cloud computing environment based on the task bandwidth. Wireless Personal Communications.en_US
dc.identifier.issn0929-6212
dc.identifier.scopus2-s2.0-85164521563
dc.identifier.scopusqualityQ2
dc.identifier.urihttps://hdl.handle.net/20.500.12939/3673
dc.identifier.wosWOS:001026606100001
dc.identifier.wosqualityQ3
dc.indekslendigikaynakWeb of Science
dc.indekslendigikaynakScopus
dc.institutionauthorAlsamarai, Naseem Adnan
dc.language.isoen
dc.publisherSpringeren_US
dc.relation.ispartofWireless Personal Communications
dc.relation.isversionof10.1007/s11277-023-10567-1en_US
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - İdari Personel ve Öğrencien_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subjectBandwidthen_US
dc.subjectCloud computingen_US
dc.subjectDeadlineen_US
dc.subjectFog computingen_US
dc.subjectInternet of Thingsen_US
dc.subjectTask schedulingen_US
dc.titleBandwidth-deadline IoT task scheduling in fog–cloud computing environment based on the task bandwidth
dc.typeArticle

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