Big, medium and little (BML) scheduling in fog environment

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dc.authorid0000-0001-5442-2653
dc.authorid0000-0002-9546-4195
dc.authorid0000-0002-5608-7921
dc.contributor.authorBichi, Bashir Yusuf
dc.contributor.authorIslam, Saif Ui
dc.contributor.authorKademi, Anas Muazu
dc.date.accessioned2025-02-12T12:58:12Z
dc.date.available2025-02-12T12:58:12Z
dc.date.issued2020
dc.departmentBaşka Kurum
dc.description.abstractFog computing has got great attntion due to its importance especially in Internet of Things (IoT) environment where computation at the edge of the network is most desired. Due to the geographical proximity of resources, Fog computing exhibits lower latency compared to cloud; however, inefficient resource allocation in Fog environment can result in higher delays and degraded performance. Hence, efficient resource scheduling in Fog computing is crucial to get true benefits of the cloud like services at the proximity of data generation sources. In this paper, a Big-Medium-Little (BML) scheduling technique is proposed to efficiently allocate Fog and Cloud resources to the incoming IoT jobs. Moreover, cooperative and non-cooperative Fog computing environments are also explored. Additionally, a thorough comparative study of existing scheduling techniques in Fog-cloud environment is also presented. The technique is rigorously evaluated and shows promising results in terms of makespan, energy consumption, latecny and throughput.
dc.identifier.citationBichi, B. Y., Islam, S. U., Kademi, A. M. (2020). Big, medium and little (BML) scheduling in fog environment. Selçuk-Teknik Dergisi, (Özel Sayı), 243-266.
dc.identifier.endpage266
dc.identifier.issn1302-6178
dc.identifier.issueÖzel Sayı
dc.identifier.startpage243
dc.identifier.urihttps://hdl.handle.net/20.500.12395/54373
dc.language.isoen
dc.publisherSelçuk Üniversitesi
dc.relation.ispartofSelçuk-Teknik Dergisi
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Başka Kurum Yazarı
dc.rightsinfo:eu-repo/semantics/openAccess
dc.subjectCloud Node
dc.subjectFog Node
dc.subjectMax-Min
dc.subjectMin-Min
dc.subjectBig
dc.subjectMedium
dc.subjectLittle
dc.subjectTask
dc.subjectResource
dc.subjectCooperative and Non-Cooperative Systems
dc.subjectBulut Düğümü
dc.subjectSis Düğümü
dc.subjectMaks-Min
dc.subjectBüyük
dc.subjectOrta
dc.subjectKüçük
dc.subjectGörev
dc.subjectKaynak
dc.subjectİşbirlikçi ve İşbirlikçi Olmayan Sistemler
dc.titleBig, medium and little (BML) scheduling in fog environment
dc.typeArticle

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